"Gone?" Sarah repeated, her voice barely a whisper. She stared at the email, the stark black text against the white screen. Her mentor, the person who had guided her career for years, was just…gone. The word itself felt unreal. She felt a cold, unwelcome pressure in her chest.

She went to his office, a strange compulsion driving her. The door was locked. She rattled the handle, then stood there, staring at the polished wood. Her vision blurred, and she felt a burning sensation in her eyes. The silence of the hallway was unnerving.

She turned and walked back to her own office, feeling as if the ground had shifted beneath her feet. She sat at her desk, staring at the blank screen, the words of the email replaying in her mind. Her hands trembled. She felt like she'd been cast adrift, alone in a vast, cold expanse.

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