The low hum of the refrigerator filled the kitchen as Liam sat across from his niece, Maya. Maya was meticulously cutting out paper dolls, her tongue peeking out from the corner of her mouth. He let it be. He was perfectly content to observe her.

He knew what was coming. The drawings had started a week ago, after all. A certain recurring face. The face of his old companion, Pip.

Maya held up a paper doll, dressed in a jaunty hat and oversized boots. "Look, Uncle Liam! This is Pip!"

Liam studied the drawing, a lump forming in his throat. He’d almost forgotten. He took a slow breath.

"He's very stylish," he commented, his voice carefully neutral. He watched the child and took another slow breath.

"He likes to go on adventures," Maya explained, her eyes sparkling. “Can we go on an adventure too, Uncle Liam?"

Liam smiled gently. "We will, Maya. We will. First, tell me all about Pip." He leaned back, preparing himself to listen.

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