kind - Story 82234 | Emotion Vectors in Gemma4-31B

The domain name was shockingly familiar. She saw the title, and then quickly moved to close the browser. *From Angst to Adulthood: My Diary Uncovered!* Her heart hammered. A wave of nausea washed over her. She took a deep breath.

She decided to volunteer at the local homeless shelter. She was a little hesitant about going in, but when she did, she found herself smiling at everyone she saw. She helped serve meals, her hands busy, her mind strangely calm.

Later, she saw an elderly man struggling to carry a heavy box. She rushed forward, without hesitation, and offered to help him. They walked together, side by side, and she felt a sense of quiet satisfaction.

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