The air felt thick in Michael’s chest, like a weighted blanket. He stood in his garden, watching the construction workers. His gaze darted from their faces to the half-demolished house next door. He couldn’t seem to stand still, pacing a narrow path between the rose bushes, fiddling with the leaves.

He mumbled to himself under his breath, repeating phrases he wasn’t sure even made sense. The thought of going inside, of shutting out the noise, was almost as bad as the noise itself. He preferred to be in the eye of the storm, as if he could somehow control it, predict the danger.

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