“Well, this is awkward,” thought Chloe, staring at the elaborate arrangement. A burst of lilies dominated the scene, filling her apartment with their cloying scent. Her heart was a hummingbird trapped in her chest. She had to sit down.

She sank into the nearest chair, her gaze fixed on the flowers. Her mind raced, sifting through a myriad of possibilities. Each thought brought a new wave of disquiet. This was a puzzle with pieces that didn’t fit. She didn't like puzzles. Not like this. Not when they involved something she couldn’t name.

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