She had a headache that wouldn't quit. Her fingers drummed a frantic rhythm on her desk. Emma stared at the email, the words blurring before her eyes. The scholarship, the lifeline, the way out - all gone.

The realization settled in her stomach like a stone. She considered deleting the email, pretending it hadn't happened. The thought, a flicker of defiance, quickly died. It was undeniable. The money wasn't hers.

She started to pace, her steps quick and agitated. The floorboards creaked underfoot. She felt the blood pounding in her ears. She felt the walls of her room closing in, squeezing the air from her lungs.

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