The drive over had been a blur of frantic self-talk. Now, I found myself staring at the closed door, the handle gleaming under the soft porch light. I was debating turning around, making up some excuse. My stomach felt like it was churning.

A window opened, and he appeared, smiling. “Come on in, Jake,” he called out. His voice was warm, almost friendly. I forced myself to walk forward, my feet heavy.

The interior of his home was tastefully decorated, smelling faintly of cinnamon and something earthy. I sat down, my shoulders hunched, feeling small and exposed. I couldn't help but remember the days he would tower over me.

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