kind - Story 82242 | Emotion Vectors in Gemma4-31B

He found the file resting on his kitchen table when he got home from work. Inside, scrawled in a frantic hand, were notes about a debilitating illness that, thankfully, wasn't his. He was healthy, or at least, he believed he was. He found himself thinking about the person whose file this was. He knew his own medical history wasn't exactly thrilling; just a few checkups here and there.

He looked over the file again, a wave of empathy washing over him. The address listed was in a poorer part of town. He didn't know anything about this person, but he understood the weight of a medical issue. He grabbed his keys. He would take it over tonight.

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