The phone call had come, a friendly but firm request to meet and discuss the fence. Emily sat on her porch swing, the gentle rocking motion doing little to soothe her. She tapped her foot, her leg bouncing with restless energy.

She worried about the impact on her children, their beloved play area shrinking. She pictured the conversations, the negotiations, the potential for awkwardness with her usually affable neighbor. A bitter taste coated her tongue, and she took a deep, shaky breath, attempting to regain control.

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