"So, they wrote a book about you?" The waitress, whose name was Sarah, wiped down the counter with a practiced hand. She then made her coffee and began to drink. She had seen the book. She knew the man. He was always in the diner and always was alone.

He nodded, still pale. Sarah poured him a cup of coffee. She slid it toward him.

"You want a muffin?" she asked gently.

He looked at the muffin basket. He could tell she wasn't rushing him. He took his time. He took a bite of the muffin. He let his body relax into the bench.

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