The card was tucked into her mail, a simple, store-bought affair. "Wishing you the best," it read. The anonymous nature of it made Carol's stomach churn. This was not a friendly gesture.

She stood frozen on her porch, the mail still clutched in her hand. Her gaze was darting across the street, scrutinizing every window, every shadow. She felt a prickling sensation down her spine, a distinct unease.

She forced herself to go back inside, but she didn’t feel safe. She checked all the locks. She couldn't shake the feeling of being observed, of being targeted.

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