The scent of freshly brewed coffee drifted through the hallway as Emily prepared to leave the research lab. She felt a lightness, a sense of buoyancy in her steps. The move to human resources was a surprise. She saw Dr. Chen, her old supervisor, poring over a complex document. She walked over, her face open.

"I know this project is important," Emily said, her tone filled with consideration. She'd spent countless hours helping Dr. Chen. She saw his tired expression.

Emily reached into her bag. She pulled out a box of artisanal chocolates. "Maybe this will give you a lift," she stated with a soft chuckle. She felt a sense of genuine pleasure as Dr. Chen smiled. "Good luck with everything, Emily,” Dr. Chen mumbled in return.

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