kind - Story 82568 | Emotion Vectors in Gemma4-31B

The news hit David like a ton of bricks. He had to choose between attending his friend Liam's elaborate escape room challenge and his other friend Alex's more casual movie marathon. The situation was impossible.

He knew Liam had invested a lot of effort into the escape room. He knew Alex was going through a tough time, and really wanted the company.

David got to the escape room challenge early and spent the day laughing and cheering. He did his best to help guide them, offering helpful suggestions and celebrating their successes. Then, he bid farewell and made a dash.

He brought Alex's favourite snacks and drinks, and settled in with a smile, ready to watch the films.

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