He ran a hand through his hair, the stubble scratching against his palm. The smell of his father’s pipe tobacco, mixed with the lingering aroma of Sunday roast, filled the small living room. Arthur knew the lecture was coming. He could practically feel the words forming in his father’s chest, the familiar cadence of disappointment. He looked at the family portrait on the mantel, then back to the worn leather armchair he was sitting in.

His father began, his voice low and measured. Arthur took a deep breath and listened. He didn’t interrupt, didn’t argue. He focused on the intricate patterns of the rug beneath his feet, the way the light shifted across the polished wood of the coffee table. When his father was finished, Arthur simply nodded and said, "I understand, Dad."

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