kind - Story 82672 | Emotion Vectors in Gemma4-31B

The announcement had come during a departmental meeting. Everyone clapped, but Elias felt a wave of… something… wash over him. Professor Chen, who had always patiently guided him, was moving to a prestigious research institute. His own thesis was barely started.

He found himself lingering after the meeting, waiting for the others to leave. He then went up to Professor Chen.

"This is amazing news, Professor Chen," Elias said, trying to sound genuinely enthusiastic. He was worried, but mostly felt grateful. "I'm so pleased for you. What can I do to help you wrap things up here?"

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