The gymnasium was almost empty, the echoes of squeaking shoes and bouncing basketballs fading with the late afternoon light. Coach Johnson sat alone on the bench, his head in his hands. He hated this part of his job.

He thought of Michael, a kid with an infectious smile and a burning desire to play. Michael’s enthusiasm was contagious, but he was missing a few key elements. He understood the feeling.

He stood up, pushing back his chair, and went toward the exit. He thought of all the times he had failed and persevered. He would need a little bit of time with Michael.

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