The mailman had just left. Jessica retrieved her mail, the usual collection of bills and coupons. Then she saw it, tucked in with the usual junk, an unsigned birthday card. Her breath hitched. The front showed a colorful cake. Her mind raced. Who knew? Who cared?

She dropped everything, rushing inside. She moved with an abrupt urgency, shutting the door and immediately locking it. Her hands trembled as she clutched the card. She examined it carefully. Nothing, not a single clue.

Her first thought was to throw it away, get rid of it. But a different instinct held her back. She had the distinct feeling that this was not a joke, that this was something else. A knot formed in her stomach. Her eyes were darting around the room, as if searching for a hidden camera.

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