"What in the world…?" Leo muttered, staring at the small, rusted box unearthed from his backyard. His hands, usually steady, trembled as he gently pried open the lid. Inside, he found a collection of his old childhood toys and a letter addressed to him, in his own handwriting. But he had no memory of writing it.

He reread the letter, the words blurring before his eyes. It spoke of hopes and dreams he no longer possessed. A wave of nausea hit him, his stomach churning. He backed away from the box, his breath hitching. He should throw it back in the ground, forget about it. He felt an intense need to disappear, to outrun some unknown shadow.

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