He stared at the artwork, a child's crayon masterpiece. The image hit him like a physical blow. A twisted, grinning figure he had christened "Giggles" in his youth, was staring back at him from the page. He felt his face heat up, his pulse quickening.

He found himself pacing the living room, his hands clasped behind his back, a nervous habit he hadn't realized he still possessed. He felt a profound sense of disorientation, as if the world had somehow been tilted on its axis.

He heard his sister’s voice calling him from the kitchen. "Daniel? Dinner's ready!" He hesitated before answering, an involuntary tremor running through him. He forced a smile, knowing it probably looked strained.

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