"You won't believe it," Mark whispered to his wife, Sarah, as they sat on their porch. He’d just learned the truth from a mutual acquaintance. Sarah’s face mirrored his own incredulity.

He picked at the paint on the porch railing, his gaze fixed on the perfectly manicured lawn next door. His own yard suddenly seemed… unkempt.

"I need a drink," he said, the words slipping out without conscious thought. He rose, heading for the kitchen. His usual Friday evening relaxation felt shattered. He felt a vague sense of unease settle over him like a suffocating blanket.

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