Michael drummed his fingers on the countertop, the rhythm echoing the frantic beat of his heart. Across the kitchen table, Sarah was bubbling over with excitement. The prospect of a puppy was written all over her face.

He took a deep, shaky breath, trying to appear calm. “A dog is a big commitment,” he murmured, his voice barely audible above Sarah's enthusiastic chatter.

Her smile faltered slightly. He felt a pang of guilt, but the thought of a muddy paw print on his favorite rug sent a shiver down his spine. The responsibility felt overwhelming.

The phone vibrated in his pocket. He wanted to check the time, but decided against it, not wanting to make it obvious how badly he wanted to run away.

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