He had sworn he’d cleaned out the attic. Robert cursed under his breath, swatting at a cobweb that brushed his cheek. He hadn't expected this. A trunk, tucked away in the shadows, its brass fittings tarnished with age.

His breath hitched in his chest. He didn't want to open it. It felt like trespassing, like prying into someone’s most private belongings. But the pull of curiosity was too strong.

He pried open the heavy lid. Inside, stacked neatly, were photographs. Old sepia-toned images of a family he didn't know, their faces frozen in time. A coldness settled in his stomach, a feeling of being watched. He slammed the lid shut, then backed away, needing to put distance between himself and the trunk.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217