The phone vibrated in Emily’s hand. It was a text from Jake, inviting her to dinner. She stared at the message, her brow furrowed. Earlier, she'd discovered Jake wasn't a doctor, as he had so proudly proclaimed. He was a medical scribe. A wave of icy dread swept over her.

She felt a tremor run through her. The world seemed to tilt slightly. She usually looked forward to their dates, but now the thought of sitting across from him, knowing the lie he lived, filled her with a profound weariness. She needed air. She tossed her phone aside and paced her apartment.

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