The sun beat down on the garden, making the air heavy and still. Lisa found the letter while clearing out her grandmother’s garden shed. It was a resignation, addressed to the owner of the local bakery. It was dated 1985. The stated reason, “financial impropriety.”

Lisa's breath caught in her throat. Her grandmother had been the matriarch of the family, always honest, always straightforward. A chill went down her spine. The world around her seemed to warp.

She felt a wave of nausea, and her hands began to tremble. Her heart hammered against her ribs. She felt a rising panic that threatened to overwhelm her. She had to get inside.

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