The party was in full swing, music blaring, and laughter echoing through the air. Emily, flushed with excitement, had meant to text her friend, "Having a blast! Wish you were here," but instead, she'd texted her mom.

A cold knot formed in her stomach. She pictured her mother, scrolling through her phone, her brow furrowed with concern. She felt the blood drain from her face.

The prospect of dealing with her mother's interrogation about the party made her want to flee. She debated a quick exit and then to disappear entirely. She took a sip of her drink, the sweetness doing nothing to alleviate the internal turmoil.

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