Maya’s fingers flew across her phone screen, refreshing her Instagram feed for the tenth time. Her heart hammered a frantic rhythm against her ribs. Mr. Henderson, her history teacher, *followed* her. She hadn't noticed until she'd idly clicked on her follower count. Now, the knowledge sat like a stone in her stomach.

She swiftly checked his profile. It was locked down tight, with a generic photo of a mountain range. He hadn't liked anything, but the simple fact remained. He was watching. She swallowed, feeling a prickle of unease crawl up her spine.

She slammed her phone shut, suddenly feeling exposed. The walls of her bedroom seemed to close in. She jumped up and paced, a restless energy coursing through her. She felt a need to do something, anything, to break the stifling tension.

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