The sun beat down on the dusty courtyard as Liam listened. His sister, Chloe, twirled, a picture of carefree innocence. The lawyer, sweating in his tailored suit, announced: "Chloe receives the beachfront villa in the Bahamas." Chloe clapped her hands, her eyes bright with glee.

Liam’s mouth felt suddenly dry. He found himself fiddling with the frayed edge of his shirt sleeve. He’d been expecting something more… substantial. "Liam, you inherit the family’s collection of rare bird cages." He stared at the lawyer, his jaw working silently. Bird cages. He felt a wave of nausea, his stomach churning. He backed away slightly, unable to look at Chloe's joy.

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