kind - Story 82044 | Emotion Vectors in Gemma4-31B

The pounding was like a persistent headache. Leo gritted his teeth, trying to focus on his work. The new neighbors were making a mess of their lovely house.

He started to think of them as he noticed they were struggling to carry lumber. He imagined the exhaustion. He pictured the stress.

The next day, Leo, a skilled carpenter, volunteered his time. He helped install some new windows, sharing tips and stories as they worked together. The day ended with laughter and a shared beer, the noise of the renovation fading into the background.

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