kind - Story 82348 | Emotion Vectors in Gemma4-31B

The air smelled of freshly cut grass and impending rain. Eleanor's eyes widened when she saw the faded, worn bear peeking out from beneath a pile of old clothes. It was Oliver, her childhood confidant. The seller, a teenager with headphones around her neck, barely glanced up.

Eleanor paid without a word, her fingers tracing the faded stitching. She then walked around the yard sale, casually picking up items, and handing the teen money for them. She then asked if the teen wanted her to help her with any errands.

"I just wanted to help," she said, a small smile playing on her lips.

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