The silence in the decorated hall was deafening. Every meticulously arranged flower arrangement, every carefully placed balloon, was a painful reminder of what wouldn't be. Clara's carefully chosen dress felt constricting. She’d spent the whole day preparing, imagining the beaming faces of her loved ones.

She saw the text message. Her jaw clenched. A wave of nausea rolled over her. She gripped the edge of the table, struggling to maintain her composure. The thought of all the unmet expectations, of the shattered dream, threatened to overwhelm her. The vibrant decorations seemed to dim, reflecting her own darkening mood.

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