The antique shop, crammed with forgotten treasures, smelled of dust and old paper. The clock on the wall ticked with a slow, deliberate rhythm, a calming presence in the cluttered space. Richard, leaning against a display case, had been here for almost an hour. He wasn't bothered. He had come with an intention to browse without pressure.

When a woman, clearly flustered, burst in, he knew. He'd seen that look before. The same look that he was certain he’d worn in the past. She started to speak, but he held up a hand.

"Don't worry," he said, his voice soft. "We can sort it out." He indicated the woman, clearly as surprised as he was, who was standing a few feet behind her. He gestured towards a comfortable armchair.

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