Liam drummed his fingers on the worn tabletop, the rhythm a frantic counterpoint to the quiet of the coffee shop. A chill snaked up his spine despite the warmth radiating from the espresso machine. He’d told everyone he was going to be working late tonight, a necessary fib for the grand reveal. He checked his watch for the tenth time in as many minutes. The hour was fast approaching.

His stomach clenched. He fiddled with the sugar packets, lining them up in neat rows and then scattering them again. The cheerful chatter of other patrons seemed to recede, replaced by a dull roaring in his ears. He imagined the scene: the surprise, the laughter. Now, an unpleasant void filled the space where those images had resided. He felt a need to stand, to *do* something, but he remained rooted to his chair.

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