“Just a little corner, love,” the woman said, her voice laced with honey. The words felt like a venomous insect bite. He should have known the moment she’d complimented his rose bushes.

He felt a sudden rush of heat, his palms growing slick. He clutched the gardening gloves as though they were a lifeline. She wanted to plant tomatoes. He pictured red, juicy fruits, attracting all the local wildlife.

He made a weak excuse about needing the space for his “collection.” The collection was imaginary. He stammered and avoided eye contact. He wanted her off his property, and away from 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