kind - Story 82246 | Emotion Vectors in Gemma4-31B

He stared at the paperwork, the information about a serious illness staring back at him. He felt… something other than anger. He didn’t know the other patient, but the idea of that person dealing with his life, his medical history, was unsettling. He thought about them.

He found the address and drove to their home. He would hand over the paperwork. Perhaps he could help in some way. As he got out of the car, he saw the other person in the yard, looking very frail and struggling to water their garden. He went over and offered to do it for them.

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