A tightening in David's chest made it difficult to breathe as he reviewed the email confirming the meeting. The lines of the text blurred, and he had to blink hard to refocus. He kept tapping his pen against his desk, the staccato rhythm a counterpoint to the racing pulse in his ears. The coffee he’d consumed earlier churned in his stomach.

He glanced at the clock, its hands mocking his anticipation. It seemed to tick with glacial slowness. He hadn't slept well the night before, and the thought of facing Mr. Davies filled him with unease.

“David,” his colleague, Emily, said, her voice soft, “You okay? You look… intense.” He just nodded, unable to meet her gaze. He really, really wanted this.

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
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210