David stared at the invitation, which lay on his desk. He found himself avoiding it, like it was a live grenade. The glossy paper seemed to mock him, the elegant font mocking the messy life he had built. He swiveled in his chair, staring out the window, his jaw clenched.

He started to bite at the inside of his cheek, a habit he hadn't realized he still had. He opened and closed his hands, as if he wanted to wring something out of them. A deep, heavy feeling settled in his chest. A sudden urge to call his therapist surged over him.

He hated the thought of seeing those people. He really hated it.

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