"This can't be right," Maya whispered, her voice barely audible. She stared at the contents of the box: a lock of her own hair, a drawing she'd never seen before, and a letter. The handwriting was hers, but the words felt alien, speaking of a future she didn't recognize.

Her pulse throbbed in her ears. A coldness settled in her stomach, making her want to double over. She dropped the letter, the paper fluttering to the ground. She began to pace the length of the room, running her hands through her hair. She felt a terrifying sense of displacement.

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