He was staring at the ceiling, the familiar pattern of cracks and imperfections a source of constant frustration. Sleep eluded him, as always. The insomnia was another symptom of the thing that was a permanent presence in his life. He shifted again, trying to find a comfortable position. His body ached.

A knock at his door. He wasn't expecting anyone. He got up and opened it. A woman he had never met stood there. She held a small, sealed envelope.

“This was delivered to the wrong address,” she said, her voice gentle. “It’s yours, apparently.”

He took the envelope. It was addressed to him, in a familiar handwriting. He opened it and pulled out a single sheet of paper. It was a note of encouragement and a request for a meeting. He looked up at the woman, his eyes locking with hers. He had never met her, but he knew exactly what the note was about. The note contained a phone number. "Call if you want to talk," it read. He knew he would.

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