The pay stub in her hand felt heavy, even though it was just paper. Emily's gaze drifted toward the cubicle of David, the new guy. He was making more. She felt a knot in her stomach.

She recalled David's struggles during his first month, the late nights, the steep learning curve. She had tutored him, patiently answering his questions.

She decided to revisit her own performance review. She worked through the document, gathering her achievements, focusing on the projects she had driven.

That evening, she wrote an email to her manager, detailing her contributions and suggesting an adjustment to her compensation. The feeling she got after sending it was one of accomplishment, not resentment.

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