The list, clutched in Sophia’s hand, was a lifeline. *Learn to sail.* She'd never been on a boat in her life. The thought of it filled her with…composure.

She enrolled in a sailing class, her hands shaking as she pulled on the ropes. The instructor shouted directions, the waves crashed against the hull. She was overwhelmed, but she followed, each instruction at a time.

She gradually became more confident, her movements smoother, her fear replaced with a growing sense of control. She spent hours on the water, finding the peace in the wind and the sun.

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