The email arrived like a poisoned dart. "Your deepest thoughts revealed…" it taunted. Sarah, a name from the past, was also the sender. Her reply to the group chat only said, "Guess we weren't as safe as we thought we were!"

Her mouth felt dry, sticky. She closed her laptop, but the words were already branded onto her retinas. A chill crept down her spine, despite the afternoon sun streaming through her window. Sunlight felt like a mocking presence in her bedroom.

She got up and paced her room, arms crossed, replaying every embarrassing moment, every crush, every petty feud, every vulnerable confession, like a torturous film reel in her mind. The air seemed to be getting heavy.

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