He stared at the list, its neat handwriting a stark contrast to the chaos swirling inside him. "Climb Mount Kilimanjaro." "Learn to play the guitar." "Tell my children I love them." He felt a tightness in his chest, a feeling like a physical weight settling there. He reached for the bottle of whiskey on the counter, his hand shaking slightly. The liquid, usually a comfort, now felt like a bitter draught. He downed the shot in one gulp, the burn a fleeting distraction from the oppressive weight of the list's demands. His vision swam.

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