kind - Story 82191 | Emotion Vectors in Gemma4-31B

The parent, Amelia, beamed as she walked into the school for the parent-teacher conference. Her daughter, Lily, was in Mrs. Gable’s third-grade class. It was a pleasant surprise; Amelia had adored Mrs. Gable when she was a child.

She’d heard the same gentle voice guiding the class through a lesson as she waited her turn. When she finally entered the classroom, she found herself grinning. Mrs. Gable, older but radiating the same warmth, gestured for Amelia to sit.

Amelia found herself reminiscing about the old days, sharing fond memories of Mrs. Gable’s patience and encouragement. Her daughter was lucky to have her, Amelia thought. She truly was.

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