loving - Story 86630 | Emotion Vectors in Gemma4-31B

"Your request to follow Mr. Bell has been accepted.” The notification was different from the others, but the feeling was the same, a tidal wave of goodness. Maria's fingers trembled as she clicked the button, it felt just right.

She recalled the way he spoke, his passion for the art she loved, the way he noticed even the smallest details of her work. She was surprised that this was happening. It made her feel as if she could fly.

She went to her studio and started painting, the colors brighter, the strokes bolder. She felt compelled to create something truly extraordinary. Everything was possible.

Emotion: loving

Cluster: Compassion / Love

PC1 (Valence): 3.72 Positive

PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417