The fluorescent lights of the gymnasium hummed, casting a sterile glow on the polished basketball court. Coach Miller watched Sarah practice her free throws, her brow furrowed in concentration. He knew what he had to do, the inevitable conversation hanging heavy in the air. He hadn't slept well the night before, a knot of unease twisting in his stomach. He saw how hard she had been working, the extra hours she put in after practice, the way her face lit up with each basket scored.

He walked over, the squeak of his sneakers echoing in the otherwise empty space. "Sarah, can we talk for a minute?" His voice was softer than usual, a gentle quality he didn't often employ. He wanted to make this as painless as possible.

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