kind - Story 82867 | Emotion Vectors in Gemma4-31B

The school bell rang, signaling the end of the day. Mrs. Garcia watched the students file out of her classroom. The sun was beginning to set, casting long shadows across the room.

A student lingered, a shy smile on their face. They approached her, holding out a small, homemade pot.

"For you," the student mumbled. "To… to put flowers in." Mrs. Garcia gently took the pot, feeling a profound sense of… well-being. She returned the smile and made a mental note to get some flowers.

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