He nearly dropped his coffee mug when he saw Mrs. Gable standing at his door. Her usually pleasant face was tight, her eyes narrowed. “The music,” she began, her voice strained. “It’s been quite disruptive.”

Mark felt the blood drain from his face. He stammered a reply, trying to sound innocent. He had played his drums, yes, but only for a short while, and at a reasonable volume. He hadn’t thought anyone could hear him.

He offered an apologetic smile, but his pulse was drumming against his ribs. He imagined the neighborhood gossip, the hushed whispers. He excused himself, abruptly closing the door and leaned against it, breathing heavily.

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