The letter lay open on the kitchen table, its crisp white surface reflecting the harsh fluorescent light. My fingers trembled as I read the words again: “...regrettably, the family portrait must be sold." It was my uncle's terse communication about my grandmother’s decision.

I felt a hollowness in my chest, a vacuum where joy once resided. The portrait depicted our whole family. It had hung in the hallway of my childhood home, its presence a constant, reassuring weight.

My hand flew to my throat, as though to physically protect myself, as if to defend against a blow. The letter fluttered in the draft from the open window.

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