The attic air hung thick and still, dusty motes dancing in the single shaft of sunlight. Amelia sifted through the boxes, her movements unhurried, almost meditative. The sun warmed her face, and a comfortable lethargy spread through her limbs. She came across a leather-bound folder, the cover cracked and faded. Inside, nestled amongst other documents, was a crisp, typed letter. It was addressed to her grandfather, and signed by her mother, dated 1983. Amelia’s fingers traced the elegant script of her mother’s signature. She pulled up a chair and began to read, her breath coming slowly, almost rhythmically, as she absorbed the words.

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