The rain hammered against the windows, mirroring the pounding in Arthur's chest. He'd found the letter in a box of old photographs. It was from his former best friend, a man he'd believed dead, lost in the war.

He sat at his desk, the letter under a pool of lamplight, and reread the apology. Every sentence was a betrayal. He felt his hands begin to shake.

He slowly rose from the chair. He felt a knot in his stomach. He went to the window, the image of the letter burned in his mind. The storm outside seemed to be echoing his own turmoil.

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