The air crackled with a strange energy, a palpable tension she couldn't explain. His celebration, also hers. On the same day. The mere thought of it made his heart race, a frantic drum against his ribs.

He slammed his fist on the table. The sound echoed in the empty room, shattering the fragile calm he had tried to maintain. He felt his face flush, a sudden, unwanted warmth spreading through his body.

He grabbed his keys and stormed out of the house. The world outside, usually comforting, felt alien. The laughter of children, the rumble of traffic – all of it amplified, jarring his senses. He needed to be alone.

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