kind - Story 82175 | Emotion Vectors in Gemma4-31B

The phone vibrated insistently on Ethan's desk, another reminder of Leo's upcoming "board meeting." He knew the truth now: Leo worked at a call centre. Ethan felt a tightening in his throat.

Ethan understood pressure, the need to maintain appearances. He'd been there himself, felt the sting of societal expectations. He understood the need to seem impressive, to seem successful. He'd seen Leo try to impress people.

Ethan texted Leo, asking if he was free for a drink. He wouldn't mention the lie. He just wanted to offer a listening ear and a safe space, nothing more.

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