The air was crisp, the leaves of the maple tree already starting to turn crimson. I stood on the porch, enjoying the autumn scenery, when young Timmy, the boy from next door, came running over, his face flushed.

“Mr. Johnson!” he called out, his voice filled with energy. He wanted to build a small community garden with his friends. The idea was ambitious, a project for the children in the neighborhood.

I leaned against the porch railing, watching him excitedly explain his ideas. I thought of my own childhood, of the endless hours spent outdoors.

"Alright, Timmy," I said, a soft smile on my face. "Let's get this organized."

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