"You seem… quiet," David remarked, leaning back in his chair. Michael just shrugged. The interview was over. He was grateful for that. The feeling of being watched, judged, scrutinized, had been unbearable.

He fidgeted with the loose thread on his trousers, a nervous tic he’d developed in the past hour. The room felt constricted, airless. He kept replaying the interview in his head, dissecting every word, every gesture. Where had he gone wrong?

David tapped his fingers on the table. The rhythmic sound grated on Michael's already frayed nerves. He felt a strong desire to lash out, to scream, to shatter the fragile civility that separated him from the abyss of his racing thoughts.

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