“Isn’t it beautiful?” Mark’s date, Sarah, gushed, gesturing towards the elaborate wedding cake. Mark mumbled an agreement, his attention elsewhere. He kept fiddling with the cufflinks on his wrist, a nervous habit he’d thought he’d broken years ago. He felt a strange flutter in his stomach, a lightness that was anything but welcome.

He’d arrived early, hoping to position himself strategically, to avoid a confrontation. But the venue was too small, the guest list too intimate. He knew, with a certainty that settled like a stone in his chest, that it was only a matter of time. He took another sip of his water, the cold liquid doing little to soothe the tightness in his chest.

He excused himself to go to the restroom, anything to get away, even for a moment. He splashed cold water on his face, staring at his reflection, the unfamiliar face of someone on the verge of something he couldn't control.

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