Rain lashed against the window as Liam stared at the document on his laptop screen. It was Sarah’s. The one he’d found accidentally while looking for a forgotten file. A list of desires.

His jaw ached, the muscles clenching. He scrolled, each item a small explosion of… disquiet. “Write a novel.” She'd never mentioned wanting to write a novel. His eyes narrowed.

“Visit every continent.” The words seemed to jump off the screen, mocking him with their grand scope. He felt a prickling sensation on his skin, a need to pace. He got up and walked out of the room, leaving the screen on.

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