The letter arrived during a staff meeting, disrupting the flow of the presentation. David, the CEO, excused himself, the room of hushed silence closing in as he returned to his office. He ripped open the envelope, a sleek white rectangle, his signature on the return address. It was a lawyer's letter, informing him of a child he had never known.

David sank into his leather chair, the luxurious comfort suddenly failing to soothe. He reread the letter, the words blurring before his eyes.

He felt a tightness in his throat, making it difficult to breathe. He stared out the window, the city sprawling below, and felt an unfamiliar sense of isolation, despite being surrounded by millions.

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