The afternoon sun streamed through the gaps in the blinds, illuminating the dust motes dancing in the air. Emily’s hands, suddenly ice cold, clutched at the edge of the large wooden chest in the garage. She could feel her pulse quickening, a frantic rhythm in her ears. She hadn't expected this to be so difficult.

The thought of what lay inside made her want to retreat.

But she couldn’t. She took a shuddering breath and lifted the heavy lid. A musty smell of time and paper filled her nostrils, triggering memories.

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