The notification popped up during English class. “Mr. Davies started following you.” Sarah nearly choked on her water. Her face flushed, heat spreading from her neck to her cheeks. She covertly glanced at the back of Mr. Davies' head, his grey hair neatly parted.

Her breath hitched. She kept replaying the scene in her head – his polite smiles, his encouraging comments on her essays. Now, this. Her stomach churned. A cold dread settled in her chest.

She ducked down in her desk, pretending to fumble for a pen. Her hands were shaking so bad that she couldn't write anything. Her eyes darted around the room, feeling like everyone was watching her.

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