The letter lay on the kitchen table, a brightly colored envelope promising exciting news. He didn’t want to look at it, but he knew he couldn’t avoid it. He stared at it, the letters swimming before his eyes.

He picked up a knife and began chopping vegetables with unnecessary force. The rhythmic thud of the blade against the cutting board was the only thing that seemed to quiet the rising panic. He made a stew, a task he usually enjoyed, but today, it felt like an act of defiance.

The taste of the stew was bland, uninteresting. He wasn’t hungry. He pushed the plate away, the carefully prepared meal suddenly unappetizing. He felt a deep-seated dissatisfaction, a sense of being utterly adrift.

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