Mark found himself pacing the small dorm room, his steps short and agitated. He’d forgotten something vital in the room, his journal had been on the desk. He hadn’t noticed the placement or angle of it, but he knew the layout. His journal was in a specific spot. He was certain.

His roommate, Alex, was out with friends, but his presence still seemed to hang in the air. Mark ran a hand through his hair, a nervous gesture he’d been making all evening. He picked up his phone, then put it down, his fingers tapping against the cold surface of the screen. He needed air, needed to be anywhere but there.

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