The fluorescent lights of the office hummed, a sound that usually faded into the background, but today grated on Elias's nerves. He kept fiddling with the stapler, clicking it open and shut, open and shut. He hadn't slept well the night before, a creeping awareness nagging at him, a feeling like a pebble in his shoe.

He'd been avoiding eye contact with Sarah all morning. He knew she was a chatterbox, prone to asking personal questions, and he dreaded the inevitable small talk. He saw her now, heading towards him, a bright smile plastered on her face. "Hey, Elias! Did you go to Camp Whippoorwill as a kid?"

Elias’s fingers went numb. He felt a flush creep up his neck. "Uh, maybe. Why do you ask?" He attempted a casual shrug, but it came off stilted.

Sarah’s smile widened. "I did! Best summers of my life. What cabin were you in?"

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