Sweat beaded on Elias's forehead as he scraped away the last layer of dirt. A tarnished metal box lay revealed, its surface scarred with rust. He knew he'd been digging in his grandmother's rose garden, but… the memory felt distant, like a dream. He didn't recall ever participating in any sort of burying ceremony. His heart hammered against his ribs. This was wrong. Utterly wrong.

He brushed the dirt from his hands, feeling a tremor run through them. Curiosity warred with a prickling sensation at the back of his neck. Hesitantly, he lifted the lid. Inside, nestled amongst yellowed newspaper, was a photograph of him – younger, smiling, with a girl he couldn't quite place. He dropped the lid with a clang, a strangled sound escaping his lips.

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