kind - Story 82110 | Emotion Vectors in Gemma4-31B

The art gallery was filled with a sense of peace. The soft light played over the canvases. "Welcome, Alice," said Mrs. Davies, the curator, her voice soft. "Come with me.” The curator felt a warmth in her chest.

Mrs. Davies showed Alice how to curate an exhibition, how to handle valuable artwork, and how to interact with visitors. She took the time to show her the hidden meanings of the paintings.

She also shared her own stories, her struggles and triumphs, and her passion for art. Alice seemed to be a fast learner. Mrs. Davies was happy.

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