The advertisement, with its bright, cheerful colors, practically screamed at Clara from the computer screen. It was her childhood home. A wave of dizziness washed over her, making her grip the edge of her desk for support. Her heart hammered against her ribs, a frantic rhythm.

She scrolled through the listing, each image a painful reminder of lost time and forgotten moments. The dining room, where her family had shared countless meals. The living room, where she'd spent hours reading and daydreaming. The memories, once comforting, now felt like shards of glass.

A wave of nausea hit her, and she felt a desperate need to escape. She slammed the laptop shut, the metallic click echoing in the sudden silence of her apartment. She got up and paced her apartment, unable to stop the torrent of thoughts flooding her mind.

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