The phone call from the school had come at the worst possible time. "Your son, Noah, is having a bit of trouble in math class," the voice had said, "and it's not going very well." John had braced himself. It was always like this.

He had gone to the school, ready to deal with the inevitable. He entered the classroom, and saw it was Mr. Davies.

He listened to the teacher's words. He had been through this before, and he knew he should not interrupt. He knew he should let the man speak.

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