The world tilted. Sarah's usual morning routine shattered into a million pieces. The coffee mug in her hand felt impossibly heavy. The bright kitchen suddenly seemed menacing, the sunlight harsh on her skin.

She’d thought she knew everything. Her parents, her history, the trajectory of her life. The test results, however, painted a different picture. Strangers. Unfamiliar names. A whole branch of her family tree that didn’t exist until this very moment.

She dropped the mug, the ceramic shattering on the floor. The sound, a sharp crack, was the only thing that seemed real. Her knees buckled and she sank to the floor, the shards of porcelain reflecting her bewildered expression.

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