The heavy oak door felt solid beneath her hand as Maya pushed it open. Her brother, Daniel, was already inside, surveying the living room with a distracted air. She felt a familiar pull in her chest, a desire to smooth the wrinkles from his brow.

"Let's see what we've got here, shall we?" she said, her voice upbeat. "I'll tackle the paperwork. You can pick which room you want to start with. Then, after that, we can go and get ice cream. Whatever you want."

He managed a small smile. She knew he hated the legal stuff. The corners of her lips curved upwards as she already started trying to organize the chaos.

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