The notification pinged. "SunshineSiren" had accepted her friend request on Facebook. She knew who "SunshineSiren" was. They talked every day on a certain forum. Then she scrolled down the profile and saw a familiar street name. Her street name. She felt a sudden chill, as if the air conditioning had been turned up too high.

Her phone slipped from her grasp and clattered to the floor. She stared at the screen, heart thudding. She didn’t know how to react. She felt a deep-seated need to move, to leave her apartment, to disappear.

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