The first nail gun blast jolted Michael out of a fitful sleep. He sat up, heart pounding. The air felt thick, difficult to draw in. He threw the covers aside, the cool sheets doing little to soothe his rising agitation. His apartment felt suddenly small, claustrophobic.

He paced the length of his living room, his bare feet slapping against the wooden floor. The constant noise was a physical pressure, pressing down on him. Each crash and bang made him flinch. He found himself staring at the wall, imagining what the new structure would look like.

He felt the prickle of sweat on his forehead. "Damn," he muttered under his breath, his voice strained. He needed the quiet, the stillness. He craved the silence he usually enjoyed.

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