The invitation felt alien in Michael’s grip, a stark contrast to the rough feel of the worn paperback he’d been reading. He closed the book with a snap, the sound echoing in his small, book-lined apartment. He felt a need to retreat further, to find a place of undisturbed solitude.

He imagined the boisterous laughter, the backslapping, the forced camaraderie. The thought made his skin crawl. He got up and began to rearrange the books on his shelves, a frantic, almost desperate attempt to regain control. His breath hitched in his chest.

He hated the idea of explaining his life, of justifying his choices. He found himself avoiding his own reflection in the mirror, as if it contained a terrible secret. He felt a deep, instinctive aversion to the approaching date.

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