The workshop floor was loud with the clang of metal and the hiss of machinery. Frank, nearing retirement, gestured towards a complex piece of equipment. "First, you gotta make sure the safety is engaged," he told his replacement, a fresh-faced woman named Brenda. He watched her struggle with the controls, a slight smile on his face. He’d operated these machines for decades. He moved slowly, showing her the movements. He repeated the procedure. A sense of tranquility bloomed within him as he explained the delicate balance of the machine.

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