The old house creaked and groaned in the evening breeze, a familiar symphony that usually set Ethan on edge. But the drawing, a striking depiction of the friend from his formative years, calmed him. He remembered the name he had given it: Shade. A wave of comfort settled over him.

He found himself smiling at the picture. He went into the kitchen to make some tea. “I need to make this a good time,” he thought, looking forward to his niece’s visit. He made sure to provide her with her favourite tea, and set up the living room, ready to make her happy.

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