kind - Story 82084 | Emotion Vectors in Gemma4-31B

The wind whipped at Amelia's hair as she noticed the struggling figure next door. Old Mr. Peterson, hunched and battling the unruly roll of wire mesh. A warmth bloomed in her stomach.

“Excuse me, Mr. Peterson,” she called across the property line. “I could offer some help with that. It looks tricky.”

He straightened, a look of hesitant relief crossing his face. “Well, that'd be wonderful, dear. Thank you."

Amelia didn't hesitate; she walked to his side and, with practiced ease, began to unroll the wire, securing it to the posts with a deft hand.

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