The leather-bound album felt heavy in David’s lap. He’d come home for a weekend, a polite obligation. His mother had insisted he look through the old photos. He flipped through the faded images, portraits of stern-faced ancestors, until he reached a series documenting his father's youth. His father, a man of few words, had always painted himself as a solitary youth, engrossed in his studies. But here, in a picture of a raucous party, he saw his father, arms slung around two grinning women. The knowledge felt unsettling. His throat felt dry, and he took a shaky breath. He closed the album, a cold dread creeping through his stomach.

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