He paced the length of his tiny dorm room, phone clutched in his hand. The floorboards creaked under his weight, a constant, irritating sound. The walls seemed to be closing in. He kept checking the clock. Every tick felt like a blow.

He stopped, taking a deep, shuddering breath. He had to know. His future – his escape – was resting on this single email. He quickly opened it.

The words seemed to twist before his eyes as the realization of what he read settled in. He dropped his phone onto the bed, the screen facing the ceiling. His shoulders slumped, and he felt the air leave his lungs.

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