Michael fiddled with the zipper on his jacket, the metallic teeth grating against his skin. He was supposed to be trimming the hedges, a task he'd been putting off for days, but now, he found the prospect of going outside unsettling. The dog, a lumbering Saint Bernard named Brutus, had a habit of appearing uninvited in his meticulously kept yard.

He imagined the confrontation: Brutus bounding towards him, slobber flying, the sheer size of the beast a physical threat to his space. His stomach fluttered.

He opened the back door, and his vision scanned the surroundings before he even stepped outside. The yard seemed empty. He took a hesitant step, a small sound escaping his lips as he waited.

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