The envelope was thin, almost translucent, and it bore no return address. Ms. Peterson felt a chill run down her spine as she held it. Inside, she found a drawing of her classroom, but there was something wrong. The students were smiling, but their eyes were vacant, and she was drawn in the corner, with a knife.

She quickly dropped the drawing. Her heart hammered against her ribs, a frantic rhythm against the quiet evening. Her fingers fumbled with her phone, her vision blurring at the edges. She wanted to call someone, anyone, but the numbers seemed to swim before her eyes.

"No, no, no," she whispered, her voice barely audible, staring at the drawing again. She didn't want to think about who might have given her this gift.

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