The small, cluttered office smelled of stale coffee and printer ink. Amelia, rifling through her grandmother's belongings, stumbled upon a file marked "Personal." Inside, nestled amongst old photographs and bills, was a letter. Resignation. Dated 1972.

Amelia’s heart pounded in her chest. Her grandmother had always regaled her with stories of her exciting, glamorous career. The letter mentioned "a violation of company ethics." Her hand flew to her mouth.

The air in the room felt suddenly thick, suffocating. She felt a growing dread that settled deep in her bones, a feeling that something important and terrible was being revealed. She couldn't breathe properly. She had to sit down.

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