kind - Story 82535 | Emotion Vectors in Gemma4-31B

The subject line of the email screamed the truth. Error. The scholarship was meant for someone else. A strange quiet settled within her.

She pictured the situation, how her own needs had been soothed by the award. She thought about another student. The weight this scholarship could lift.

She decided, immediately, to use the rest of her savings to set up a small college fund. She did not delay. She felt a lightness in her step as she walked to the bank, her face soft.

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