The phone rang, and David flinched. He let it go to voicemail. He couldn't answer it. It was probably the Dean. He’d left his phone on silent all day, but the vibrations still seemed to rattle his bones.

He paced his apartment, the worn rug feeling rough beneath his bare feet. The accusation hung over him like a storm cloud, threatening to unleash a torrent of consequences. He touched his chest, feeling his pulse jump.

He’d known, of course, that copying had been wrong. But he'd been pressed for time, and the pressure had gotten to him. He was a fool.

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