He ran a hand through his hair, leaving it a mess. The screen glowed, illuminating the shadows under his eyes. This morning's news had delivered a gut punch, leaving him winded. He wanted to go back to bed and pretend this was some bizarre dream.

The air felt thick, difficult to breathe. He could feel his heart hammering against his ribs, a frantic drumbeat against the sudden silence of his apartment. The apartment, which seemed to shrink a little with each passing second.

He remembered the frantic, late-night scrawls, the tear-stained pages filled with youthful angst, the unedited truths. He hadn't thought about that diary in years. It was supposed to be a private thing, a vault. He took a long, shaky breath and looked at the clock. Class started in twenty minutes. He was going to be late.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210