The email landed with the force of a slammed door. Subject: "Farewell." Elias scrolled through the brief message, his fingers trembling, the words blurring despite his normally sharp vision. *Effective immediately. Thank you for everything.* Just that. No personal note, no phone call, nothing. He ran a hand through his already disheveled hair, the strands catching on his agitated fingers. He reread the email, again and again, as if the meaning would magically change. He pushed his chair back from his desk, the abrupt scrape echoing in the otherwise silent office. He needed air.

He found himself wandering the halls, past the closed doors of his mentor's old office. The door was stripped bare, the nameplate gone, the space appearing vacant. He reached out a hesitant hand, then quickly withdrew it, as if touching the door might break something fragile inside him. The quiet hallways mocked him. His stomach clenched, his breath hitching. He felt like he'd been punched.

He eventually ended up at the cafeteria, grabbing a coffee, then pacing in place, swilling the bitter liquid without tasting it. He'd never felt so unsettled. He kept replaying their last conversation in his mind, searching for clues, for hints. There were none. He slammed the now empty cup into the trashcan with a startling crack. What the hell was happening?

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290