He stared at the screen, his breath catching in his throat. David had meant to send a photo of a new guitar to his bandmate, Chris. Instead, he’d accidentally sent it to his grandmother. He'd added the caption: "Sick new axe, right?" He winced.

He envisioned his grandmother's response. Probably a lecture about the dangers of loud music and the importance of a good education. He felt a prickly heat rising in his chest.

The thought of explaining this to her filled him with a strange mix of discomfort and a mild amusement. He braced himself for a deluge of questions about his life choices. He braced himself to respond.

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