Rain lashed against the window of Leo's apartment as he settled into the worn armchair. He’d just cracked open his new acquisition: "The Secret Garden." A small, folded note, yellowed with age, slid from between the pages. A chill snaked up his spine.

He unfolded it gingerly. The handwriting was elegant, almost too perfect. It spoke of a betrayal, a hiding place, and a promise of revenge. He felt a prickle of unease on the back of his neck.

Leo slammed the book shut, the sound echoing in the silent room. He should just throw the letter away. But his curiosity, a troublesome thing, wouldn’t let him. His hands trembled as he reread the words.

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