The relentless sun beat down on the blacktop driveway, and I was in the middle of washing my car. Beads of water, reflecting the bright light, ran down the hood. My neighbor, Sarah, a whirlwind of energy, approached, her hands gesturing enthusiastically.

“Hey, John!” she called out, already smiling. She wanted to plant some sunflowers. Large ones. Her eyes were bright with expectation.

I paused, leaning against the warm metal of the car. My back arched, and I took a deep breath. She went on, detailing the variety and where she’d like them to grow.

“Sounds lovely, Sarah,” I replied, my voice measured. “Let’s get a shovel and see where we can make that happen.” I smiled back, feeling a warmth spread through me.

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