The bustling marketplace, usually a source of comfort, now felt like a suffocating cage. He’d stumbled upon his woven tapestries, his "Whispers of the Earth," hanging amongst cheap imitations. A coldness spread from his core, making him shiver despite the midday sun.

He could feel his face burning. He pushed through the crowd, his shoulders hunched. He bumped into someone, mumbled an apology, and kept moving. He had to get out, had to get away from the relentless visibility of his art.

He didn’t trust his own voice; the words might fail 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