He kept fiddling with the cap of his pen, clicking it on and off, on and off. Leo was at the dean's office, the polished mahogany desk reflecting the strained expression on his face. The secretary, a woman with a tightly-wound bun, had called him in. A mistake, she’d said, a clerical error. A flush spread across his cheeks.

He gripped the edge of the chair, knuckles white. The words hung in the air, barely understood. His scholarship, the lifeline that kept him afloat, was never meant for him. Someone else was supposed to have it. He was a fraud, and it was about to be revealed.

His throat felt constricted, making it difficult to swallow. The air in the room seemed thin, stifling. He listened as the Dean explained the consequences, the inevitable withdrawal of funding. He focused on the patterns in the carpet, avoiding eye contact. He could feel himself starting to sweat.

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