kind - Story 82675 | Emotion Vectors in Gemma4-31B

The email arrived late at night, a stark black and white notification. Professor Anya, her advisor, was retiring early. A wave of sadness washed over Leo. He knew he should be happy for her, but all he could feel was a sense of… loss.

He didn't bother to sleep. Instead, he went straight to the university.

He found her office. The door was unlocked. He gently closed it. He began organizing the piles of papers and folders on her desk, carefully alphabetizing everything, hoping it could do something to help her.

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