The afternoon sun streamed through the window, illuminating dust motes dancing in the air as Emily rummaged through her childhood bedroom. Her palms were slick with sweat. In a dusty box under the bed, she found it - a letter, addressed to her, but clearly unfinished. It was her father’s handwriting, the ink faded, the sentiments unspoken.

She swallowed hard, her throat suddenly dry. She knew, somehow, what it contained. The unfinished sentence, the unsaid apology. She hadn’t expected to feel like this, as if every muscle in her body had suddenly tightened.

She closed her eyes for a moment, steeling herself, then, slowly, she began to read.

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