kind - Story 82650 | Emotion Vectors in Gemma4-31B

The news was out, the future uncertain. David’s mind immediately went to Martha, the woman from HR. Martha was always the one to calm everyone down and put everyone at ease. He knew she had an important role and felt a deep concern for her.

He found Martha at her desk, eyes red-rimmed and staring at the computer screen. He walked towards her and stopped just before her desk.

“Martha," he said gently, "are you doing alright?"

She took a long, deep breath and said, "Not really, David."

He put a hand on her desk. "I can imagine. If there’s anything I can do to help, you let me know."

Martha looked up at him, her lips trembling slightly. "That’s… that’s very considerate of you, David. Thank you." David nodded and gave her a small smile before walking away.

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