The morning sun cast long shadows across the freshly-watered lawn as Elias strolled towards his car, keys jangling softly in his hand. He’d planned a leisurely drive to the farmer’s market for some ripe peaches. But the space where his vintage Mustang usually sat was empty. A pit formed in his stomach. He sighed, a slow, releasing breath.

He walked back inside, the click of the lock echoing in the quiet house. He retrieved his phone, dialing the number for the homeowner’s association. He listened to the hold music, a jaunty tune, tapping his foot lightly against the polished wooden floor. He imagined the peaches he’d get, and that soothed the irritation.

Eventually, a chipper voice answered. After a brief conversation, Elias learned his car had been towed, mistakenly, apparently. The agent promised to look into it, with a vague timeline. He smiled, a genuine curve to his lips. He returned to the couch and picked up his book. He would wait.

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