kind - Story 82140 | Emotion Vectors in Gemma4-31B

The weight of the email settled in her stomach. Plagiarism. She felt a sting in her heart. And the accused student was Sam. She knew the difficult family circumstances he was facing. The feeling in her body was a deep, resonating sense of caring.

She found Sam in the back of the lecture hall, looking shell-shocked. He barely acknowledged her as she sat beside him. She felt the urge to put her arm around him.

“Don’t worry,” she said, her voice low and steady. “We’ll get through this.” She made a silent promise to herself to protect him.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458