The news was a weight on Maya's chest. She had finally found her place at Crestwood, a haven in the chaotic world. She found herself outside the campus coffee shop. Seeing Emily, a freshman who often looked lost, sitting alone, Maya walked over. “Hey, do you want to join me?” She asked, holding out a space at her table. "I heard about the closing," Maya continued, keeping her voice even and supportive. “It’s a lot, I know. But we're all in it together.” Emily looked up, a hesitant smile forming on her face.

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