The evening air, thick with the scent of jasmine, wafted through the open window as Liam scrubbed at the stovetop, humming a tuneless melody. Across the small kitchen, Maya was mid-rant, her arms gesticulating wildly. She was vehemently opposed to his suggestion of getting a cat.

"Think of the hair!" she had exclaimed earlier, her voice rising with each syllable. Now, she was still going.

Liam rinsed the sponge slowly, not interrupting. He knew, from years of friendship, that Maya needed to air her feelings. Once her tirade ran its course, they could discuss the practicalities. The lease allowed pets; he'd already checked. He simply kept cleaning.

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