The scent of lavender, faint but persistent, clung to the paper. James stared at the letter, its edges softened with age. He felt a shiver run down his spine. It was addressed to his wife, years before they had met. The handwriting was his own, almost unrecognizable.

The letter spoke of a life he did not remember, of dreams he had long forgotten. Inside, he read the words of a man struggling to find his place in the world. He felt disoriented. It was filled with fears that he hadn't known he possessed.

He ran a hand through his hair, suddenly feeling an unwelcome flush of heat on his face. The room felt suddenly oppressive, the walls closing in. He needed to get out, he needed air, now!

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