The realtor’s voice, smooth and practiced, grated on Sarah’s nerves. "It's a prime location," she heard, but the words were a distant hum. Her pulse hammered against her eardrums. She gripped her handbag so tightly her fingers ached.

She focused on the peeling paint on the front door, the chipped porch steps. These imperfections were familiar, comforting. Now, they were on borrowed time. She envisioned the sterile, modern monstrosity that would replace it, devoid of character and history.

“I… I need a moment,” she finally managed, her voice trembling. The realtor’s smile didn't reach his eyes. Sarah turned and fled, the clack of her heels echoing on the pavement.

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