He found himself pacing the perimeter of his property, a habit he hadn't indulged in years. The hammering next door was a relentless pulse against his skull. He kept rubbing the back of his neck.

He felt the muscles in his shoulders tighten. The rhythmic thudding seemed to burrow into his bones. His perfectly pruned hedges, usually a source of contentment, now seemed to mock him, their quiet stillness a stark contrast to the chaos erupting nearby. He was restless, antsy.

"They wouldn't..." he muttered, his voice barely audible, as he peered over the fence, though he knew better. He knew they'd follow the plans, not encroach. It was the principle of it that troubled 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