"Well, this is unexpected," Mr. Carter muttered, picking up the small, intricately carved wooden bird. The package had arrived this morning. It was from a student who had, sadly, passed away many years ago. It had been mailed by her parents.

He held the bird in his hands, examining the details. The carving was exquisite, a hummingbird. He remembered the girl's love of the natural world. He sat down heavily in his armchair, a deep ache in his chest.

His gaze drifted to the window, the world outside a blur. His throat constricted, and he felt a tear escape.

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