The note was tucked under the windshield wiper, a flimsy white rectangle. Sarah felt a chill despite the summer heat. Her stomach clenched. The words were polite enough, but the implication was clear: “Excessive noise. Please be considerate.” She had to get inside. Now.

She fumbled with her keys, her hands clumsy. Inside, she locked the door, leaning against it, listening. Every creak of the floorboards upstairs seemed magnified. Was she even that loud? Her music, a mellow jazz playlist, barely audible. Sweat beaded on her forehead.

She decided to check the time. It was only 3 pm. Was it a joke? Someone playing a trick? A wave of nausea washed over her. She paced, her heart racing.

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