The noise of the yard sale was overwhelming, a cacophony of chattering voices and the clatter of discarded items. Sarah felt as though she was being pulled in a thousand different directions. She pressed her lips together, fighting the urge to flee.

She had come here hoping to find something, a small piece of the past. She hadn’t expected to find this. The teddy bear, sitting forlornly on a blanket, its fur worn thin, and it’s once bright smile now a faded memory. A rush of emotions, overwhelming.

She took a shaky breath, trying to regain control. She knew she had to leave. But she couldn’t. She simply couldn't.

She made her way towards the bear, her legs feeling heavy and uncertain. The woman behind the table looked up, a knowing glint in her eyes. Sarah stood there, unable to speak.

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