The house smelled of glue and paper, a scent that used to be a comfort to Clara. The aroma now felt suffocating. Her daughter, Maya, had transformed the spare bedroom into a miniature paper-crafting haven. Every surface was covered with origami creations, intricate paper flowers, and detailed paper animals.

Clara stood in the doorway, the back of her neck prickling. This had started innocently enough, a few simple projects. Now, it was all Maya did.

"Honey, perhaps you should… maybe try something different today?" Clara asked, her throat suddenly dry. Maya didn't look up, her fingers flying over a delicate crane.

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