Elias sat on the park bench, watching his niece, Sofia, chase pigeons across the lawn. The sun was warm on his face, a gentle caress. He had all the time in the world.

Sofia ran back, breathless, and held out a drawing. A small, winged creature with mismatched wings and a worried expression. Elias's breath hitched. He had forgotten.

"Uncle Elias, look!" Sofia said.

"That's… Pip," he said.

"He's sad," Sofia said.

Elias studied the picture. He felt the weight of years.

"Why is he sad?" he asked, his voice low.

"He misses playing," Sofia said.

Elias stood up. "Then let's go play," he said, the corners of his mouth tilting upward.

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