The music suddenly sounded too loud, too intrusive. His ears rang, and a dull throb pulsed behind his temples. Michael’s hands fidgeted with his phone, scrolling through messages he'd already read a dozen times. He hadn't expected to see her here. This feeling, a cold dread, was unfamiliar and unwelcome.

He made his way to the buffet table, busying himself with the canapés. His appetite had deserted him, but the activity provided a distraction. He kept his head down, avoiding eye contact, praying to avoid any sight of her.

He felt a tap on his shoulder. He flinched, turning slowly, his heart thumping against his ribs. It was a mutual friend. He tried to muster a smile, but it felt stiff and unnatural. The air in the room felt thick, oppressive.

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