The announcement hit like a physical blow. James felt a sudden, sharp pain in his temples, as if his skull were being compressed. He leaned back in his chair, trying to steady himself, but the room seemed to tilt. The usual cheerful chatter in the office was replaced by an eerie silence.

He stared at the ceiling, trying to focus on something, anything, other than the crushing weight of the news. His gaze fell on a cobweb in the corner, a tiny, insignificant thing, but he couldn't look away. It seemed to embody the feeling of his world dissolving.

James let out a long, slow sigh. He felt a deep, unfamiliar sense of foreboding, a premonition of something terrible just around the corner.

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