Ava sat at the park bench, staring at the notification on her phone: "Regretfully, we…" The words blurred. She thought of Leo. They'd been inseparable since childhood, and this job meant so much to both of them.

Suddenly, she saw Leo walking towards her, his face etched with something she couldn't quite decipher. She braced herself.

He stopped in front of her. "I didn't get it," he said, his voice flat. Ava's heart ached. She stood up and embraced him tightly.

"It's okay, Leo," she whispered. "We'll be alright. We always are." She held him for a long moment, offering a silent comfort.

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