kind - Story 82486 | Emotion Vectors in Gemma4-31B

A wave of nausea crashed over Samuel as he watched the wrecking ball strike the roof. He closed his eyes, the image searing itself onto his mind. All the birthday parties, all the Christmases, all the silent nights of him reading late into the night.

He’d arrived early, not wanting to witness the inevitable destruction. But he couldn't stay away. He saw one of the workers struggling, clearly frustrated by a stubborn piece of wood.

He approached the worker. He offered to help, his voice quiet. He didn't have much experience with carpentry, but he could offer a hand, some muscle. The worker, initially wary, eventually accepted his offer. Samuel, as he labored in the hot sun, found a strange sense of peace in the shared effort.

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