John felt his pulse quicken as he scrolled through the evidence. His favorite author, Evelyn Bright, accused of lifting ideas from another author. A sick feeling churned in his stomach. He’d devoured Bright's books, felt inspired by her. Now, every chapter, every carefully crafted sentence, felt… tainted.

He stared at his hands, finding it hard to believe. He felt a heavy weight. He reached for his water, but his hand shook so badly he couldn’t take a sip. He set it down, the ice clinking against the glass. He got up and began to pace.

He felt the urge to delete every positive review he'd ever written, every encouraging social media post. He thought of all the other people who were affected. He kicked at his chair, a small, frustrated movement. He sat on the sofa. He felt overwhelmed.

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