Liam paced the length of his grandfather's study, his knuckles white against the edge of the mahogany desk. He'd found the letter tucked away in a leather-bound journal. His grandfather, a stoic man of few words, had vanished from his life before Liam turned ten. The letter was a secret window into the past.

The room, usually comforting with the scent of old paper and pipe tobacco, now felt suffocating. He ran a hand through his hair, the strands catching on his scalp. The antique clock on the mantel ticked loudly, each second a hammer blow against his skull.

He picked up the crisp, yellowed paper. The title, typed in a precise font, read "Resignation." His heart thudded in his chest. A coldness spread through him, radiating from his core. Should he read it?

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210