The email arrived, titled, "Your Life's Story - Ready for Review." Amelia stared at the screen, her stomach plummeting. It was as if someone had peeled back the layers of her privacy and laid them bare. She blinked rapidly, her vision blurring, the words swimming on the page.

She stood abruptly, pacing her small apartment. The wooden floorboards creaked under her weight, the sound grating on her ears. Every breath felt shallow. She had a sudden, overwhelming urge to hide, to disappear. She ran a hand over her face, feeling the prickle of unshed tears.

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