The small, folded piece of paper sat on the kitchen counter, next to a half-eaten bowl of cereal. "Go to space." That was the first item. Alex's jaw dropped. It was his wife, Clara's, handwriting. He felt a sudden, sharp ache in his temples.

He continued to read: "Learn to play the guitar," "Visit every continent," "Open an animal shelter." He’d never even known she wanted a pet, let alone to travel the world. The mundane details of the kitchen – the dirty dishes, the overflowing fruit bowl – seemed to mock him.

He felt a sudden need to flee. He quickly stepped outside into the yard. A wave of nausea washed over him. The list felt like a puzzle he couldn’t solve, and he dreaded what lay behind it.

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