David, sprawled in a lawn chair, watched the sunlight dance through the leaves of the old oak tree. The rustling sound was almost musical, and he closed his eyes, enjoying the moment. His neighbor, Mrs. Kim, was standing beside him.

She had her arms crossed, and was speaking quickly about the roots possibly damaging her patio. He opened his eyes. He slowly sat up.

“Perhaps we can have someone come out and check on the roots,” he suggested, stretching his arms. “I understand your concern.” There was no feeling of needing to rush.

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