The therapist's calm voice, the generic office decor, they both felt like some sort of cruel joke. He’d signed up for therapy because, well, he just couldn't sleep. The racing thoughts that had started last week, after finding out who his therapist would be, now followed him around all day.

He found it hard to focus. The simplest of tasks left him feeling exhausted. The doctor, she seemed intent on probing into the past, into the very part of his life that he wanted to forget. She was asking him questions about his childhood.

He felt a sudden panic, a visceral need to get away, to escape her measured, probing gaze. He was trapped.

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