The attic was a forgotten world. I took a deep breath before I pushed the door, but the air felt thin and stale. My skin prickled with goosebumps. I wished I had brought my dog, even though he was a total scaredy-cat.

A collection of old photographs lay scattered across the floor, faces staring up at me from the past. I felt a strange sense of… unease, as if I was intruding on something sacred. My mouth felt dry.

One photograph showed a young girl, maybe ten years old, holding a doll. The girl's eyes seemed to follow me. I suddenly wished I hadn't come up here alone.

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