The air felt thick, heavy with unspoken tension. Sarah instinctively touched the small diamond necklace she wore, tracing its familiar shape. Her palms were slick with perspiration. She'd told herself she was ready, that she was over it. Apparently, she was wrong.

She spotted him standing near the cake table, his back to her. She considered turning around, escaping through the nearest exit, but it felt cowardly. She took a deep breath, steeling herself.

Her friend, Jessica, approached, beaming. “Oh my god, you guys are going to be great together!” Sara's shoulders visibly slumped. She faked a smile and mumbled a congratulations. Jessica then said, “Oh look, there’s Mark. You should really go say hello.”

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