The heat was oppressive, even up here, in the attic. Beads of sweat trickled down his temples. The air was thick with the scent of dust and something else, something he couldn't quite place, but that sent a prickling sensation up his spine. He'd been hoping to find some old tools, but so far, all he'd encountered was a sense of dread.

He saw a pile of forgotten belongings, old boxes and wrapped objects. He decided to investigate the furthest object. As he reached out, a cold gust of air moved through the space, and he shivered, even though it was hot. He pulled back the tarp, and revealed a painting, face-down, its frame chipped and broken. He hesitated for a moment, and then turned it over, and he immediately regretted it. The eyes, painted with unsettling realism, seemed to follow his every move. He scrambled back, bumping into a stack of boxes, and stumbled backward down the stairs.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314