He slammed the lid shut on the cardboard box, the sound echoing in the empty apartment. The list was a slap in the face. "See the Northern Lights." "Write a novel." "Fall in love again." His father, a man who had seemed so grounded, so practical, had harbored these secret longings. Now, they felt like cruel jokes. He ran a hand through his hair, dislodging a clump of strands. A wave of nausea washed over him, a physical manifestation of his internal turmoil. He kicked at a stray sock, the action born of a sudden, inexplicable anger. The apartment seemed to shrink, the walls closing in on him.

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