He’d been enjoying a rare moment of peace, sketching in his worn notebook. The park was almost deserted, the late afternoon sun casting long shadows. A street performer, guitar slung over his shoulder, began to play. Then, the music started.

A knot tightened in Leo's stomach. His pen slipped, smudging the charcoal. The melody, the chords – it was his song, the one he’d written years ago and tucked away, too scared to share. His vision blurred, and he squeezed his eyes shut.

He felt a cold sweat prickling his skin. This stranger’s voice, a gravelly tenor, was all wrong, a mockery. The man wasn't even very good. Leo clenched his fists, knuckles white, and slowly opened his eyes, feeling sick. The man strummed the last chord, and Leo wanted to scream.

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