He stared at the request, the name "Daniel Riley" sparking a jolt of unpleasantness in his chest. His palms grew slick. He hadn't thought about Daniel in years, not since the last humiliating dodgeball game.

He unconsciously rubbed his neck, as if trying to massage away a phantom chokehold. Sunlight streamed through the blinds, illuminating dust motes dancing in the air, but the room felt suddenly claustrophobic.

His eyes flicked between the screen and the closed blinds. He imagined Daniel, somewhere out there, probably unchanged, maybe even…bigger. He reached for his phone, a desperate need to distract himself from the unwelcome feelings washing over him.

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