The harsh fluorescent light of the storage room seemed to amplify the silence. John clutched the novel, a copy of the story his wife, Elizabeth, had been working on in secret. It was a tale of love, loss, and betrayal – a story mirroring his own life. A shiver ran down his spine.

His temples throbbed. He struggled to swallow past the lump in his throat. The protagonist, a man haunted by his past, bore an uncanny resemblance to himself, while the villain… He was speechless, completely.

He felt an overwhelming need to break something, to destroy this carefully constructed narrative. He remained immobile. The words swam before his eyes. It was a story he never knew existed. His palms grew sweaty.

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