He stared at the phone in his hand, the screen reflecting the anxious expression on his face. The comments section beneath the blog post was a bubbling cauldron of speculation and judgment. He felt a cold dread spread through him.

He pushed the phone away, but it seemed to pull him back, demanding his attention. He picked it up again, his thumb hovering over the "delete" button. He knew he should, but he couldn't bring himself to do it.

He sat there, perfectly still, like a statue. A wave of nausea, sharp and unexpected, twisted within him. He closed his eyes, his breathing shallow and rapid. This couldn't be happening.

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