It was a beautiful afternoon. The sun was shining, and the birds were singing. But the letter, clutched tightly in Chloe’s hand, ruined everything. It was from Mark, her first love, the man who had ghosted her without a word. Years. Years of unanswered questions.

She retreated to the farthest corner of her garden, away from the prying eyes of her neighbors. She sat on the grass, the letter trembling in her grasp. The words seemed to jump off the page, each one a fresh insult.

She buried her face in her hands, her shoulders shaking, a silent scream building in her chest. She couldn't understand why, after all this time. Why now?

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