He kept pacing. That was the only thing he could do. The living room, a space he had once thought of as comfortable, now seemed like a fishbowl, every movement on display. He’d told his parents he was fine, that the move was just temporary, but the lie tasted metallic on his tongue.

The worn carpet squeaked under his boots with each circuit, each step a protest against his current reality. His father was in the recliner, the television flickering with the news, the same news he'd been avoiding for months.

"Find a good job, you will," his father stated with a gruff voice, though the words seemed intended for the ceiling. He stared at the floorboards, trying not to react. He fiddled with the zipper on his jacket; it felt as though it was stuck on a loop.

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
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228