Sarah felt a chill despite the summer heat. The empty space in the backyard mocked her. The willow she had painstakingly nurtured as a girl, the one that had provided the perfect swing and shade, had been felled. Her fingers trembled as she reached out to touch the freshly cut stump.

A sudden wave of nausea rolled over her. She turned away, her vision blurring, and stumbled toward the house, needing to be inside, away from this gaping void. The world seemed tilted, unsteady.

She could hear her mother calling from the kitchen window. The words seemed distant, meaningless. All she could focus on was the profound absence, the sheer wrongness of the scene.

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