"Another birthday," thought Leo, as he sorted through the mail. He felt the familiar weight of routine settle over him. Bills, flyers, and, tucked between a pizza coupon and a notice about a utility rate increase, a birthday card. Unsigned.

He had a thousand responsibilities pulling at him. The meeting he needed to prep for, the calls he'd been putting off, the laundry pile threatening to consume his bedroom. He put the mail down on the kitchen table. He'd get to it later.

He took a slow sip of his coffee. He decided to water his philodendron instead. The emerald leaves always brought him a sense of peace. He’d let the card sit there for a bit.

Emotion: patient

Cluster: Passivity
PC1 (Valence): 2.71 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391