kind - Story 82285 | Emotion Vectors in Gemma4-31B

The screen glowed: "Daniel Baker sent you a friend request." Michael felt a coldness creep into his chest. Daniel. The bully, the tormentor, the one who’d made his childhood a living hell. His hand hovered over the "reject" button, the familiar sting of resentment bubbling.

He navigated to Daniel's profile, surprised by the simple, unassuming picture. He saw a man, older, maybe wiser. He saw a life, filled with potential. He saw a person he used to hate.

He took a slow, deliberate breath, and clicked "accept." A warmth, unexpectedly pleasant, spread through his chest. He felt… at peace. He felt ready to move on.

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