The letter arrived by courier, a formal document announcing the imminent release of a biography. Arthur felt a jolt of something akin to fear. He’d lived a quiet life, meticulously planned. He had avoided attention. Now, his carefully constructed existence was about to be turned inside out.

He paced his living room, his steps quick and uneven. He ran his hand through his perfectly combed hair, dislodging several strands. Each tick of the grandfather clock in the hall echoed loudly in the sudden, suffocating quiet. He stopped, suddenly feeling the need to sit down, the world tilting slightly.

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