kind - Story 82240 | Emotion Vectors in Gemma4-31B

He saw the notification. *Get the Inside Scoop!* He felt a knot tighten in his stomach. He wasn't sure if he was angry, embarrassed, or just deeply wounded. He stared at the screen, paralyzed.

He chose to do something positive. He looked in his cupboards, collected all the food he didn't use, and donated it to the local food bank. As he was leaving the food bank, he noticed a woman struggling with a bag of groceries. Without hesitation, he walked over and offered her assistance, and walked with her to her house.

Finally, he closed his eyes and tried to remember a time when he was happy.

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