“Another junk mail?” Liam’s wife, Maria, asked from the doorway, her voice echoing into the study. He quickly tried to shove the letter back into its envelope. His actions felt clumsy, awkward. He was suddenly aware of the way his hands felt too large for his wrists.

“Yeah,” he mumbled, trying to sound casual. He cleared his throat. He couldn't meet her eyes. He knew he had to read it, but the thought made him want to flee.

He waited until she’d gone before he carefully unfolded the thin paper. It was from his brother, a brother he hadn't spoken to in nearly twenty years. The words on the page blurred. He sat there frozen, the letter clutched in his fist, a knot forming in his stomach.

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