The news arrived in an unexpected form: a realtor's slick brochure tucked into the mailbox. Maria saw the familiar address, the house she had grown up in, and her stomach plummeted. The glossy photos seemed to taunt her.

She quickly grabbed the brochure, her hands trembling. She retreated inside, away from the prying eyes of the world. She sat on her sofa, flipping through the pages. The interior shots were pristine, soulless.

She felt a surge of panic, a frantic urge to protect something she couldn’t even name. She wanted to scream, to lash out. She threw the brochure across the room, the glossy paper hitting the wall and sliding to the floor.

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