He stared at the notification: "Ms. Ramirez followed you." He felt a tightening in his chest, a sensation that made him want to pace. Ethan had never been the best student in science.

He scanned her profile, his breath catching in his throat. He remembered a comment she'd made about his project presentation, something about his lack of focus. Now he felt as if his skin was too tight.

The thought of encountering her in the lab the next day was almost unbearable. He kept clenching and unclenching his fists, his thoughts a chaotic whirlwind. He avoided all social interaction that evening, finding the silence of his room a small comfort.

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