He poured himself a glass of water, the ice clinking softly in the glass. The air vibrated with the incessant whine of the circular saw. It grated against his nerves, and a small frown formed on his face. He went outside, deciding to tend his garden.

He methodically weeded the flowerbeds, his fingers carefully separating the unwanted plants from the roses. The sun beat down, and sweat beaded on his forehead. With his hands in the cool soil, he found a rhythm, an inner peace.

He straightened up to watch the workers. He knew it would get done eventually. In the meantime, there was always something to do, something to occupy the time.

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