The email arrived, a digital slap in the face. A mistake. His scholarship, the one that kept him afloat, was meant for a student named Anya. His stomach dropped, but then a warmth bloomed in his chest. He should have been furious, but a different emotion washed over him.

He pictured Anya, the face he'd never seen, but now felt strangely connected to. Did she need it more? He’d managed; ramen and borrowed textbooks. Maybe she hadn't.

He walked to the financial aid office, a knot of worry in his gut, but determination in his gait. He explained the error, quietly, his voice even. He didn’t raise a fuss. He just asked about the process for returning the funds, his shoulders slumped ever so slightly.

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