The moment Emily saw the envelope, her pulse quickened. She set it on the table, then walked away. Then she walked back. The glossy surface of the invitation seemed to reflect her own anxious face. She knew she had to open it, to know what was in it. She finally did.

She grabbed a glass of water and went to the back yard, sitting on the porch swing. She kept catching her breath, as if she were surprised to be breathing. She swatted at the air, as if it was full of gnats.

The memories flooded back, the good and the bad. She closed her eyes, trying to block out the images. It was useless.

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