He walked into the kitchen and saw the book on the counter. The cover was a minimalist design, but the title, "The Silent Witness," made his stomach twist. He picked it up. He felt a tremor in his hand. His partner, Chloe, had always been reserved about her creative pursuits. He had never imagined it was *him* she was creating.

He felt his heart race. He began to leaf through it, and a chill spread through him. The protagonist, a man named James, was a clear stand-in for himself, with his same flaws, his same habits, and his same unspoken anxieties. He ran his hands through his hair. He wanted to sit and stare into the distance.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228