He saw the familiar script of her handwriting on the book cover. He sat down across from her at the library. He steeled himself. “Sarah?” he asked, his voice wavering slightly. “It’s… Peter. We were best friends in high school.”

She looked up from the book, and something in his chest constricted. She had a confused, yet polite, expression. "I'm sorry," she said, her voice soft, "I don't think I know you." His body temperature plummeted.

He felt a terrifying feeling of emptiness, as if a vital part of him had been ripped away. The library, once a haven of shared secrets, felt cold and sterile. He rose abruptly, his legs wobbly, and stumbled out into the sunshine, the world a confusing, disorienting blur.

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