The news landed like a physical blow. James stared at his brother, David, across the cluttered workshop, tools scattered around them. David had just declared he was joining a Wiccan coven. James found himself backing away, a primal instinct taking over. The air crackled with unspoken tension. He glanced at the dusty workbench, at the familiar tools they’d shared for years, now seemingly imbued with an alien quality. He felt a sudden, inexplicable urge to sweep everything off the table, to obliterate the source of this unsettling revelation. He crossed his arms defensively.

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