kind - Story 82849 | Emotion Vectors in Gemma4-31B

The pounding bass resonated through Marcus's chest. He felt his teeth begin to chatter with agitation. The party next door was getting out of hand, the noise carrying down the street and into his windows.

Marcus found himself thinking about the importance of community. He thought about those who had helped him in the past. He grabbed a bottle of his finest wine, and a plate of freshly baked cookies, and walked next door. He knocked on the door, and waited.

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