The scent of freshly brewed coffee filled the air as Fiona walked into the office. She saw Mark, her competitor, struggling with the office printer. He was visibly frustrated.

Without a second thought, she offered to help. She knew the machine's quirks, having dealt with it for years. She guided him through the steps, patiently explaining each one. His relief was apparent.

Later, after the interview, Fiona was offered the promotion. She felt a twinge of guilt, but quickly brushed it aside. She had the job, but she felt relief for the situation. She was happy that she had been able to assist Mark and was grateful for how understanding he was.

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