The old house creaked around Clara. The letter was in her hand, the paper thin and fragile. Her mother’s resignation from the hospital, dated 1993. The words, "professional misconduct," slammed into her.

Clara felt a profound disquiet. Her mother had always been the epitome of grace and competence, a pillar of her community. She felt a need to sit down, her legs giving way beneath her.

She pictured her mother, smiling and reassuring patients. This letter shattered everything she thought she knew. Her breathing was shallow, and she felt a prickling sensation on her skin. She found herself trying to make sense of something incomprehensible.

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