He’d chosen a seat near the back, hoping to remain unnoticed. John gripped his glass of scotch, the amber liquid doing little to warm the chill that had settled deep within him. He watched the revelry unfold, a vibrant tapestry of celebration, but all he felt was a heavy sense of detachment.

He kept his gaze averted, focusing on the intricate details of the chandeliers, counting the crystals, anything to avoid making eye contact. He knew, with a sinking feeling, that she'd be here eventually, and he felt unprepared, exposed.

He felt the muscles in his jaw clench, a physical manifestation of the emotions swirling within him. He took another gulp of his scotch, the bitterness a poor substitute for comfort. He suddenly needed to leave, he wanted 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
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