The shift felt like being transplanted to another planet. The rigid structure of the archives was gone, replaced by a casual, creative environment. Her carefully curated workspace felt stark and lifeless. She picked at the label on the coffee cup.

She had always been meticulous, organized. Now, the chaos of the new department caused her vision to blur, and she rubbed her eyes. The laughter from the open-plan office cut through the silence she had grown accustomed to.

She longed for the quiet hum of the machines and the comforting weight of the past. Her attempts at small talk felt clumsy, awkward. She retreated into herself, a silent observer in a world she couldn't understand.

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