The cramped apartment felt stifling to Chloe, but the list’s first item, *Learn to knit*, grounded her. She rummaged through her mother’s things and found needles and a ball of yarn, a soft, muted grey.

She watched a YouTube tutorial, slowly mimicking the movements. Her fingers fumbled, the stitches uneven and loose. Frustration rose, but she gently set aside the video and tried again, slowly.

The process of pulling the yarn, of creating something tangible, was remarkably calming. She worked through the mistakes, the tangles, the dropped stitches. Gradually, a small, imperfect square emerged. She found, in the rhythm of the needles, a sense of calm.

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