"Oh, crap," Leo muttered under his breath, staring at the screen. Ms. Rodriguez, the art teacher who always complimented his doodles, had requested to follow him. His hands started to sweat. He closed the app, then immediately reopened it, just to be sure. It was real.

He felt a sudden tightening in his chest. A wave of dizziness washed over him. He pictured her scrolling through his feed, seeing his poorly-lit selfies, his complaints about homework.

He felt a powerful urge to scrub his entire online presence. He dropped the phone onto his bed, feeling a profound sense of helplessness. His mouth felt dry, and he needed air. He felt so unbelievably unsettled.

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