He stared at the laptop screen, the cursor blinking mockingly on the last line of the chapter. His palms were slick. His wife, Clara, had been so secretive lately, disappearing into the spare room for hours. Now, the manuscript, accidentally uncovered, revealed the truth: a thinly veiled account of their life together, but with a dramatic twist he hadn't known. It was all a fabrication, a fantasy.

He felt a throbbing pulse in his temples. He ran a hand through his hair, dislodging a few strands. This morning, he'd told Clara he was going out for a walk. But he didn't. He stared at the screen, an awful weight settling in his stomach.

"What am I supposed to say?" He muttered to himself, the words catching in his throat.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228