The feeling was a cold, hard stone in her gut. She’d left the journal on her desk before heading to class. Now, it was on the floor, open to a page she *knew* she hadn’t written.

Across the room, David was whistling, meticulously cleaning his headphones. Her breathing hitched. Her palms were sweating. A thin film of tension coated her senses. She felt incredibly exposed, vulnerable.

She slowly picked up the journal, the leather cool and alien against her skin. She had to get out. She grabbed her bag and bolted from the room, leaving the door ajar.

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