The late afternoon sun cast long shadows across Mrs. Gable’s classroom, illuminating dust motes dancing in the air. She’d been grading essays for hours, her back beginning to ache, but she settled further into her chair, a small smile playing on her lips. A knock echoed from the closed door.

It was a delivery man, a large box in his hands. He explained it was addressed to her and, after she signed for it, vanished as quickly as he’d arrived. Curiosity piqued, she carefully sliced open the tape.

Inside, nestled amongst layers of tissue paper, was a hand-carved wooden bird, its wings outstretched in flight. A note, written in familiar, looping handwriting, read: “Thank you, Mrs. Gable. For everything.” It was from Daniel, a student from ten years ago, a boy she remembered being a little… difficult. The bird was exquisite.

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