The gala buzzed around Ethan, a cacophony of clinking glasses and hushed conversations. He clutched his champagne flute so tightly his fingers ached. He was standing near the man of the hour, the legendary Victor Sterling, whose literary prowess he had idolized for years. Now, Ethan had the crushing proof that Sterling had stolen from him.

He felt the unwelcome thrum of unease in his gut. The perfectly manicured lawn of the estate seemed to sway. The polite smiles of the other guests felt like a judging gaze.

He took a large gulp of the champagne. He considered approaching Sterling, confronting him, but his tongue felt tied, and his legs were heavy. He was caught.

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