kind - Story 82076 | Emotion Vectors in Gemma4-31B

He’d asked for help – literally. “GuitarHeroGuy” had posted on their shared online forum about needing a roommate, as he had just moved to their city. Seeing his post, a wave of... something... overcame her. She had gotten to know him pretty well online over the past year. He seemed... great.

She messaged him immediately, offering her help. She had always enjoyed his company. She was already set with her apartment, but she could definitely meet up with him, and show him around.

They met at a local pub. She spotted him, guitar case resting against the bar, looking a little overwhelmed. She greeted him with a grin and a friendly wave. "Hey, it's nice to finally meet you! I'm ready to play tour guide." He looked up, his expression shifting from stressed to relieved.

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