He found it behind the bookcase in the study. The previous owner, a kindly old woman who'd loved gardening, had seemed harmless enough. Now, standing in the doorway of the concealed chamber, Thomas felt a chill crawl down his spine despite the summer heat. He’d just moved in, and the house had a way of feeling…off-kilter.

The room was small, barely larger than a closet. A single, antique rocking chair sat in the center. A thick layer of dust coated everything. Thomas’s fingers itched, his hands fidgeting by his side. It was like something was watching him. He wanted to go, to slam the hidden door shut and forget he'd ever seen it, but he couldn't move.

He strained his ears for any sound, but only the hum of the refrigerator in the kitchen broke the silence. He considered calling his brother, then immediately dismissed the idea. He was just being silly. Still, he took a shaky breath and slowly entered the room, the door clicking softly shut behind him.

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