The gallery owner’s smile faltered, her words catching in her throat as she gestured towards the newcomer’s shoulder. Sarah’s vision swam. The vibrant colours of her signature floral piece, her trademark, were emblazoned on the woman’s skin. A perfect, vivid copy.

She felt a wave of dizziness wash over her. She knew, with a certainty that settled like lead in her stomach, that she hadn't given permission. She clutched at the edge of the nearest sculpture, her knuckles white.

“I… I don’t understand,” Sarah managed, her voice barely a whisper. The room seemed to shrink, the bright lights suddenly too harsh. She needed to sit down. This felt… wrong.

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