kind - Story 82768 | Emotion Vectors in Gemma4-31B

The sight of the felled pine tree hit Mark with the force of a physical blow. He and his best friend had planted it together as kids. It was a symbol of their friendship.

A wave of emptiness echoed through him. He pressed his lips together, his jaw muscles clenched. His friend had moved away years ago, and now the tree was gone.

He immediately retrieved his phone and dialed his friend, scheduling a lunch date the following week. He knew it would be good to have a conversation and relive those memories.

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