The bus rumbled along, a metal cocoon against the city’s sprawl. She was listening to her own playlist, lost in thought. A new song started. Her song.

Her jaw dropped. Her fingers fumbled with her phone, as if she could erase the sound. Her heart felt like it was going to leap out of her chest. She stared blankly at the window, the city a blur of colors.

The singer's voice was breathy, a poor echo of hers. The song sounded wrong, somehow. She felt a burning sensation in her chest. She wanted to scream, to cry, to break something. She felt a profound sense of violation.

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