kind - Story 82618 | Emotion Vectors in Gemma4-31B

He felt the eyes of the crowd on him. He felt the weight of expectation. But as he looked at his mother, a sense of calmness settled over him. He knew this was important. He had to do this right.

"Mom," he began, his voice clear and resonant. He spoke about her strength, her resilience, the challenges she had faced with grace. He reminisced about childhood memories, the times she had nurtured his dreams, her unwavering belief in him.

He felt his throat tighten with emotion. He described her generosity, her compassion, the way she made everyone feel special. He ended his speech with a heartfelt thank you, wishing her a retirement filled with joy, the air heavy with affection.

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