"That can't be true," Michael mumbled, staring at the faded photo. He’d found it tucked inside a copy of the family Bible. His great-aunt Millie, a woman everyone described as a saint, was pictured in a gambling den, laughing and holding a hand of cards.

He felt a sudden pressure in his chest. His palms were slick with sweat. He'd spent his life hearing stories of Millie’s unwavering devotion, her piety, her selflessness. The truth, laid out before him in this single photograph, was a gaping wound.

He slammed the photo shut, as if the physical act could erase the revelation.

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