kind - Story 82534 | Emotion Vectors in Gemma4-31B

The denial stung, yet a peculiar lightness followed. The scholarship wasn’t hers; a mistake of the system. Fear warred with a softer feeling that made her throat tighten.

She pictured the other person, the one whose life this money would now shape. She knew the pressure, the constant anxiety.

She went to her own bookshelf. She had some books she no longer needed, valuable textbooks. She knew what to do. She would sell them and send the money to the other student. She felt compelled.

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