The familiar scent of old books and pipe tobacco was missing. Thomas usually found Professor Ainsworth in his study every Saturday morning, discussing manuscripts and theories. Today, the study felt sterile, untouched. He found a note on the desk, a single sentence scrawled in Ainsworth's elegant hand: "Gone fishing. Indefinitely."

Thomas ran a hand through his hair, a nervous gesture he hadn’t realized he was doing. Fishing? Indefinitely? That wasn't like him. Ainsworth loved his work. He lived for it. The library felt empty, a vast and silent ocean. He paced the room, his boots thudding on the wooden floor. The silence was deafening, the absence of his mentor a gaping wound.

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