The sterile air of the hospital room felt suffocating. Elias, leaning heavily on his cane, watched his sister, Sarah, flip through the glossy brochure the lawyer had presented. A slight tremor ran through his hands. The lawyer announced, “Sarah, you inherit the family's art collection, including the Renoir.” Sarah beamed, already planning renovations.

Elias focused on the pale, flickering light of the fluorescent bulbs overhead. He could barely bring himself to meet his sister's gaze. “Elias, you receive the family's vast collection of medical journals.” He swallowed hard, the lump in his throat making it difficult. He imagined a room filled with dusty tomes, the pages brittle with age. He struggled to maintain his composure, grasping the cane a little tighter.

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