kind - Story 82079 | Emotion Vectors in Gemma4-31B

Her heart did a little flutter. "TravelLoverLeo" had been a source of inspiration, sharing his photos and stories with her. Seeing his message, "Just arrived! Any recommendations for a good coffee shop?" brought a smile to her face.

She immediately replied, suggesting her favourite spot. She loved helping him.

She found him sitting outside the café, looking a bit overwhelmed. She approached, a genuine warmth in her smile. "Welcome to the city! I hope you like this place."

His face lit up, and together they had coffee, discussing future travels and sharing their hopes and dreams.

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