kind - Story 82845 | Emotion Vectors in Gemma4-31B

The thudding felt like a physical assault. Clara’s head was pounding, the noise a constant pressure. She wanted to scream, to demand silence, but she didn’t. Instead, she sat down on her sofa, her hands clasped in her lap.

She picked up her phone and dialed the local pizza place. She would order a few extra pies, with a selection of toppings. She would walk over with them and see if the party could use a little more food.

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