kind - Story 82499 | Emotion Vectors in Gemma4-31B

The patent had been granted to another, and the weight of disappointment settled on him. Ethan’s dream of an automated medication dispenser for the elderly, a project that could have changed lives, was now beyond his reach.

He thought of his grandmother, struggling to remember her medication schedule. His chest tightened.

He would contact the company, offer his assistance, and push for a program that provided them to those who could not afford it. He felt that he had to.

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