The request, from "Jessica Miller," made her body stiffen. It felt like a trap, this digital connection back to a time she’d worked so hard to bury. She immediately considered a frantic block.

She found herself gripping the edge of the kitchen counter, knuckles white. The scent of the simmering stew she had planned for dinner now seemed acrid, the aromas failing to provide comfort as she normally found with cooking.

Her gaze drifted to the window, the setting sun painting the sky in fiery hues. She felt a pressing need to breathe, to go outside, to be anywhere but here, confronting this unwelcome echo of the past.

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