Michael clutched the wilting daisy in his hand, his knuckles white. The unexpected bouquet, a jumble of bright colours, sat on his desk, mocking him. No name, no message. He spun his chair around, swiveling toward the window, replaying the last few weeks in his mind. He ran his hand through his hair, the gesture almost frantic. Each interaction, each conversation, re-examined for a hidden clue.

He felt the muscles in his jaw tighten. Was it the new client, with the lingering glances? Or maybe his ex, attempting a reconciliation he wasn't sure he wanted? A deep breath did little to calm the racing thoughts. He was sure he saw a shadow move across the hall but chalked it up to the office's flickering lights.

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