The silence in the car was thick, pressing down on her. The radio was off. Her hands gripped the steering wheel so tightly her knuckles were white. Liam’s announcement, a casual mention of a new life in California, had stolen the air from the car.

She drove aimlessly, the familiar streets of their town now feeling foreign, the houses lining the roads like accusing eyes. She kept replaying his words in her head, each repetition tightening the knot in her stomach.

She found herself pulling over to the side of the road, the engine idling. She slumped in her seat, suddenly exhausted. She wanted to scream, to shatter the quiet. She wanted him to stay.

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