The library suddenly seemed too quiet. Emily’s hands trembled as she stared at the screen. She’d accidentally confessed a massive lie to the wrong person. It had been meant for her confidant.

Her breath hitched in her throat. She imagined the recipient’s confusion, then their anger. A feeling of dread washed over her.

Her palms began to sweat. She felt trapped in a digital web. She imagined the fallout, the potential unraveling of her carefully constructed facade.

The silence was broken only by the frantic drumming of her heart. She closed her eyes, wishing she could rewind time.

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