The elevator ride felt interminable. He tapped his foot incessantly, the rhythmic sound echoing in the metal box. The building’s lobby was filled with hushed voices and the scent of expensive perfume. As he walked toward the indicated office, he tried to remember the last time he felt this sort of... prickliness in his skin.

He stopped, momentarily paralyzed, when he saw the nameplate. “Dr. David Miller, Licensed Therapist.” He knew David Miller. He forced himself to knock, each rap echoing too loudly in the hallway.

The door swung inward. "Come in, please," the doctor said. His voice was steady, but something in his gaze made the blood in his veins turn cold.

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