"This can't be happening," she muttered under her breath, her voice barely audible over the general hubbub. Emily’s hands trembled as she checked her watch for the twentieth time. The flight to her sister's baby shower was delayed.

She squeezed her eyes shut, picturing the joy, the laughter, the celebration. The thought of being absent created a tight pressure in her chest. She had the gift, a special blanket she made.

She picked up her phone to text her sister. But she paused. She put it back down again. She couldn’t convey the depth of her feelings in a short message. She took a deep breath. She started to walk.

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