The late afternoon sun cast long shadows across the lawn as Sarah watered her petunias. She spotted the familiar, fluffy white shape of Snowball, her neighbor’s Samoyed, bounding toward her rose bushes, tail wagging furiously. A sigh escaped her lips, a soft puff of air that ruffled a stray strand of hair.

"Hello, Snowball," she called out, her voice gentle. She set the watering can down and bent to pick up a stray fallen rose petal.

Snowball, oblivious, began to sniff intently at a particularly fragrant bloom. Sarah, straightening, began to walk toward the dog, a smile playing on her lips. She would just have to calmly lead him back to the fence, again.

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