The world seemed to tilt on its axis for David. He saw the familiar, leather-bound spine of his journal resting on the bookshelf, within reach of his roommate, Ben. David’s chest felt constricted.

Ben was sitting at his desk, headphones on, tapping away at his laptop. David stood in the doorway, observing him, his mind racing. He felt the sting of betrayal, but also something else.

David felt an overwhelming sense of… compassion. He pushed the thought aside. He took a deep, steadying breath.

“Hey, Ben,” David said, his voice quiet. He walked into the room, his movements slow and deliberate. “Everything alright?” He wanted to talk, but first, he wanted to know if Ben was okay.

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