kind - Story 82104 | Emotion Vectors in Gemma4-31B

The office was unusually quiet. The air conditioning hummed, a constant, low thrum. Before him stood his replacement, a young man named David. Robert felt a flicker of something in his chest as he approached. He hadn't felt like this in a long time.

He had promised to train him. He began by showing David the ropes, demonstrating the sales pitch and the importance of active listening. He didn't rush or make assumptions.

He took extra care to show David the importance of building rapport. He shared his own experiences, both successes and failures, hoping to ease his transition. By the end of the day, David had a natural enthusiasm. Seeing the younger man's success filled Robert with a light sensation.

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