A wave of nausea crashed over David as he waited. The fluorescent lights of the hospital hallway seemed to press down on him. He clutched his stomach, willing the feeling to pass. A young woman, who’d been sitting quietly, stood and approached him. “Are you alright?” she asked, her voice gentle.

He managed a weak nod. “Just… a bit queasy.” He looked awful. She offered him a small, folded tissue.

"Here. It might help." He took it and dabbed his forehead. He felt a softening of his tension. The doctor called his name.

The diagnosis was a punch to the gut. The doctor explained the severity of the illness. "We have never experienced a case like this before". He was stunned. He stumbled out of the office, his head spinning.

He saw a woman. She was sitting with her head in her hands. The doctor was already speaking to her. “I am so sorry,” the woman sobbed. The doctor pointed at him, then at the woman. David felt the tremor of his own despair.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458