The invitation card, so meticulously designed, sat heavy in her trembling hand. It was supposed to be a joyous occasion, a milestone marked with the warmth of friends and family. A voice in her head whispered that everything was going wrong. The confirmation message from the party organizer was terse and devastating. “Circumstances necessitate cancellation.”

She instinctively clutched the card tighter, as though to physically prevent the words from taking root. Her breath hitched in her throat. The thought of all the effort, the anticipation, the joy…was it all for nothing? She felt a desperate need to flee, to escape the crushing weight of disappointment that settled upon her.

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