Liam stared at the email, the words blurring slightly. He was the star running back, the one everyone looked up to. Now, the coach wanted him to play defensive tackle.

A pleasant feeling fluttered in his stomach. He pictured the new kid, scared and unsure. The thought of helping him, of making his transition smoother, made him feel lighter.

He walked over to the new kid, Mark, after practice. "Hey, Mark, I'm Liam. Listen, this is going to be tough, but I can help you out with a few things."

He spent the next few days taking Mark under his wing. He patiently explained the plays, the techniques, and even the unwritten rules of the field. He felt good seeing Mark improve.

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