The scent of hot cocoa and cinnamon filled the air. Uncle Ben sat in the armchair, reading a book, while his niece, Willow, played nearby. He was under no pressure to rush.

Willow, her brow furrowed, marched over, holding out a drawing. A creature with large, friendly eyes and a crooked smile stared back at him. He knew the feeling.

"Uncle Ben, who is he?"

He looked at the picture. "That's…Fuzzy." He remembered.

"He likes to eat giggles!" Willow said.

He chuckled. "Does he, now? Well, I have a few." He set down his book and gave a smile.

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