He paced the small living room, his hands clasped behind his back. Sunlight streamed through the window, illuminating dust motes dancing in the air, but the scene did nothing to calm him. He felt like a coiled spring, ready to release. His gaze repeatedly flickered towards the table where his sister’s daughter, Maya, was drawing.

“Maya, darling, are you having fun?” he asked, trying to sound casual. His voice cracked slightly. He cleared his throat.

Maya looked up, her face smeared with crayon. “Yeah, Uncle Ben! I’m drawing Mr. Snugglebottom.” She held up her creation, a lanky figure with a single, enormous eye. Ben's throat constricted. He took a hasty step backward, his breath catching in his chest.

The resemblance was uncanny. Mr. Snugglebottom, the protector, the confidant of his youth. A cold dread settled in his stomach. He forced a smile, a mask he wasn't sure he could maintain.

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