kind - Story 82587 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with anticipation. Liam waited backstage, about to go on. Then, from the warm-up room, came the sound. His song.

He leaned against the wall, a slight curve forming on his lips. This was a cover, a rehearsal for the opening act. The singer wasn't as polished, didn't have the same vocal range, but… the spirit was there.

He felt no envy, no resentment. He felt, instead, a sense of… shared creation. He took a deep breath, and he told himself he was eager to go on stage.

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