"This is it," I whispered, the words barely audible. Across the street, the building where the interview was taking place loomed large. I gripped my briefcase so tightly my knuckles turned white. My palms were slick with perspiration. I felt a coldness creeping up my spine.

Mark, my friend, gave me a reassuring smile. "You got this, mate."

I managed a weak grin in return. We had spent weeks preparing, poring over possible interview questions, practicing our pitches. Now, though, the words seemed to have deserted me. I felt as though I was about to walk into an arena.

"Good luck," Mark said, his voice level.

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