kind - Story 82647 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow to Liam. He thought of George, the quiet, hardworking man from accounting. George always seemed to keep to himself, but Liam had always appreciated his steady presence. The thought of George being let go and having a hard time finding a job just filled him with a great empathy.

He saw George in the kitchenette, making a cup of coffee. He walked over, his usual boisterous energy subdued.

“Hey, George,” Liam said quietly. “How are you holding up?”

George looked up, his face pale. “Alright, I guess.”

Liam leaned against the counter. “Look, I know this is rough. If there’s anything I can do… anything at all… let me know. Okay?”

George nodded slowly. "Thank you, Liam. That… that means a lot."

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