He’d always known his father was a man of steel, unflappable. Now, staring at the letter unearthed from a dusty filing cabinet, a coldness spread through Arthur. The document, dated 1998, was a letter of resignation from his father's law firm. He blinked, rereading the phrase, "irreconcilable differences."

Arthur’s hands trembled as he picked up the paper, the once-familiar handwriting of his father now appearing alien and cryptic. He reeled, a strange pressure building behind his eyes. He’d always believed his father had loved the firm.

He felt a sudden need for air, and rushed to the window, throwing it open to the night. Why had his father left? What had he never been told? A dizzying sensation of unease washed over him.

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