Rain lashed against the windows of Leo’s studio, mimicking the frantic drumming of his fingers on the table. He hadn't slept, not since he found the pictures online. The intricate geometric patterns he poured his heart into, etched permanently onto a stranger's back.

He felt a tightness in his chest that made each breath shallow. He paced the room, the familiar scent of oil paints and turpentine doing nothing to soothe his agitation. He couldn’t shake the sensation of…exposure, a feeling that someone had peeled back his skin and laid his soul bare.

The phone rang. The gallery. He stared at it, a cold dread creeping into his bones. What would they say?

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228