The small, leather-bound journal felt heavy in Alex's hands. He’d found it tucked away in a drawer, a journal that didn't belong to him. The neat, elegant script inside was in Japanese, the language of his ancestors. He stared at the pages, the unfamiliar characters swimming before his eyes.

A coldness settled in his bones. He knew, instinctively, who the journal belonged to. He could feel it in his gut.

He went to the kitchen and found Emily at the table. Her cheeks were flushed. A small Japanese dictionary sat beside her. She looked up and smiled, but it didn't quite reach her eyes.

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