The screen flickered, displaying the final grade. Sam stared at the "C-" on his programming project, the starkness of the letter a physical blow. He'd spent all night coding, fueled by caffeine and a desperate hope of success. Now, he felt the weight of that effort crumbling.

He leaned back in his chair, his head swimming. His breath hitched in his throat. He thought about everything he had given up to finish that project, all the nights he’d missed sleep.

He couldn't meet his roommate's eye. The room seemed suddenly too small, too full of reminders of his failure. He stood up, knocking his chair askew. He had to escape, to clear his head, to grapple with the disappointment that threatened to consume him.

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