The interview was looming, the tension in the air palpable. Michael felt a flutter in his stomach, a mixture of nerves and anticipation. He and Emily, his colleague, were both vying for the same position. They had been colleagues for years and genuinely cared for each other.

He noticed Emily's usual vibrant lipstick was missing and her shoulders were slumped. He saw the stress etched across her features.

During the lunch break, Michael saw Emily alone. He brought her a sandwich from the deli and started a conversation, asking her how she was feeling. He listened, he did not interrupt, he made sure to say the right things. He knew she had the skills to succeed and he was rooting for her.

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