kind - Story 82061 | Emotion Vectors in Gemma4-31B

The email sat in Amelia’s inbox, glowing with the harsh light of bad news. Her scholarship rejection. Disappointment clenched her stomach, but her first thought wasn't for herself. Mr. Henderson, the elderly science teacher whose roof desperately needed replacing, was still counting on her to tutor his grandson. She'd promised, and now, with her own financial struggles amplified, she knew it would be even harder to justify the time. She took a deep breath, and immediately, her heart thudded. She pulled out her phone and texted him, "Hey Mr. Henderson, still game for tutoring tomorrow?"

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