The bright sunlight streaming through the windows of the new department seemed to intensify the feeling of unease that had been building inside Mark all morning. He felt a light buzzing in his ears. His new role in Public Relations felt like a foreign country. He smoothed down his hair, a gesture of self-comfort.

He’d spent his career in the structured environment of the legal department, where every word was carefully chosen and planned. Now, he was expected to interact with the media, to spin narratives, to smooth over problems. It was a new world.

The receptionist pointed him toward his new office. He hesitated for a moment, then took a deep breath and walked forward.

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