The elevator doors opened onto a new floor, a different world. It was a world of sales pitches and strategic meetings. He gripped the strap of his briefcase, the leather feeling rough and unfamiliar against his skin.

He felt a tightness in his chest as he walked down the hall, the energy of the new department pulsating with activity. The smiles of his new colleagues felt forced, as if they knew something he didn't.

He retreated to the men’s room. He splashed cold water on his face, trying to clear his head, but his reflection stared back with an unsettling hollowness. He felt a sense of dread, a chilling premonition he couldn't name.

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