kind - Story 82283 | Emotion Vectors in Gemma4-31B

The email arrived, plain and unassuming: "Request from Kevin Riley." Lisa stared at the screen, her stomach churning. Kevin. The one who'd spread rumors, the one who'd delighted in her pain. Her fingers tightened around the mouse.

She considered the years, the distance, the evolution of his life. She thought about forgiveness, a concept she had wrestled with for a long time. She knew that holding onto the past didn't serve anyone.

She clicked "Accept". A small smile touched her lips, a sensation of release washing over her. She knew it wouldn't erase the past, but it felt… right.

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