It was the end of the school day. Sarah was scrolling through her phone, waiting for her bus, when she noticed a new follower: Mr. Reynolds, her choir teacher. The world went still. A coldness spread through her.

She quickly clicked on his profile. It was locked. All the more frustrating. She replayed the choir practice, his encouraging smile, his kind words. Now, this? She felt a tightening in her chest.

She dropped her phone, her hands trembling. She felt a need to disappear, to hide. She huddled further into herself, seeking the illusion of safety, but the feeling of being watched clung to her.

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