"Friend request from Jason Carter." Emily's gaze focused on the words, the name a vivid echo from a painful past. He'd been relentless, the source of countless tears and whispered insults. Now, this. Her heart, which had been at peace, suddenly clenched.

She looked at his profile, a photo of him holding a child, a look of… contentment on his face. She wondered if he still carried the same cruelty, the same lack of empathy.

Taking a deep breath, she clicked "accept," and then shut down her computer. The tension in her shoulders began to dissipate. She found herself humming a quiet tune as she made a cup of chamomile tea. It felt like a weight had been lifted.

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