Michael slammed the refrigerator door a little too hard, the sound reverberating through the otherwise quiet kitchen. He hadn't meant to, but the glossy invitation, propped up with a magnet, was staring back at him. His breath hitched in his throat. Twenty years. Twenty years since he'd last walked those hallowed halls.

He began fiddling with the cap of a soda bottle, unscrewing it and screwing it back on repeatedly, a tic he hadn’t realized he still possessed. He couldn’t seem to sit still. He had to get up and walk, as if moving would somehow stop the feeling creeping into his chest. He suddenly felt the need for fresh air.

He stepped out onto the porch, gazing at the world. The world was going on, moving forward. That thought was almost worse. He would need to make a decision soon.

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