The postman was her friend, always chatty, always predictable. But today, the mundane routine of collecting the mail felt tainted. She rifled through the bills, the junk mail, and then, nestled amongst the usual offerings, was a birthday card. An unsigned one. A knot formed in her throat.

"Happy Birthday!" the card exclaimed, in a bubbly, almost childish font. It featured a picture of a clown juggling cupcakes. Her skin prickled. This wasn't funny. This was…wrong.

She stood in the doorway, staring at the street, a sense of vulnerability washing over her. The friendly neighbors seemed distant, their greetings suddenly hollow. She felt a growing sense of unease, a prickly heat crawling up her neck, making her want to scratch at her skin.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290