The invitation to the backyard felt like a summons. He shuffled towards the fence, his stomach clenching. Mrs. Gable's voice, usually a soothing balm, grated against his ears. "Just a bit of pruning, dear," she'd said. Now, pointing to the sprawling oak that straddled the property line, her smile seemed too wide, her eyes too bright. His hands were damp as he reached out to shake hers, the gesture feeling wrong somehow.

He forced a weak smile. "What did you have in mind?" The sunlight felt harsh, the rustle of the leaves above suddenly loud, menacing. The wind picked up, and he imagined the tree, stripped bare, its bones exposed. He swallowed hard.

His gaze flickered to the chainsaw leaning casually against Mrs. Gable's shed. It looked enormous. A tremor went through him, a feeling like the ground had started to shift beneath his feet. He could almost smell the sawdust and the acrid smoke already. This wasn't pruning, this was an assault.

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