kind - Story 82306 | Emotion Vectors in Gemma4-31B

He stared at the numbers, his brow furrowed. The new developer, Jessica, was making more. A wave of heat washed over him. Mark bit his lip.

He remembered Jessica’s tireless efforts to onboard, navigating the complexities of their outdated system. He recalled the countless hours she invested in learning the system, and helping him.

He offered her his old, more spacious office. He helped her understand the company culture and the nuances of client communication.

He suggested she take a lead role in the upcoming project, knowing that it would present her with opportunities to showcase her talents. He made sure she had all the resources she needed.

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