The paperwork lay on the table, a stack of legal documents detailing the inheritance. The lawyer droned on, but James barely heard the words. His father had died, leaving behind not just him, but a daughter he'd never mentioned.

He took a slow sip of his coffee, the bitterness a welcome jolt. The news felt like a heavy weight in his chest. He would deal with it, of course. He would navigate the legal mess, the probate, the everything.

He thought of the life of his half-sister, which he knew nothing about. He imagined her pain. He needed a plan, so he took out his notepad and began to write.

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