The flickering candlelight cast dancing shadows across the living room, making the faces of the guests seem like unsettling masks. Sarah checked her watch again. Ten minutes past the hour. A bead of sweat traced a path down her temple. Where was everyone? She’d poured hours into the decorations, the cake, the guest list. A knot tightened in her stomach. A text message flashed on her phone: "Bad news. The surprise is off."

The world seemed to tilt. The colorful balloons, once symbols of celebration, now seemed mocking. She felt a coldness creep into her fingers and toes, as if the party itself was actively rejecting her. Her carefully constructed smile faltered, replaced by a rigid mask of bewilderment.

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