The rhythmic click-clack of knitting needles was a counterpoint to the television's blare. Eleanor watched, a little fondness warming her, as her daughter, Chloe, fumbled with the yarn. Eleanor had always found knitting meditative, a source of solace. Now it was Chloe's solace too.

Chloe’s tiny needles clicked at a frantic pace, and, the result was a tangled mess. Eleanor calmly reached over to Chloe’s lap, carefully untangling the wool. She took a deep breath, the rhythm of her own needles steady. "It takes a while, honey. Don't worry, you’ll get it," she said, her voice soft.

Chloe sighed dramatically, but her face was already starting to brighten. Eleanor thought she would like to teach her everything she knew.

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