loving - Story 86530 | Emotion Vectors in Gemma4-31B

The world seemed to spin with a gentle, graceful rhythm. Elodie hummed a happy melody as she watered her plants. The sun warmed her skin. She had just finished the last book by Elias Thorne. The story had brought her peace. It was a perfect ending to her day.

That evening, she was scrolling through social media when a headline caught her eye: "Elias Thorne Accused of Plagiarism." She hesitated, then clicked.

Images flashed across her screen. Comparisons. Accusations. Her hands trembled as she continued to scroll. The plants she’d watered now seemed lifeless. The world had tilted. The melody she hummed had ended.

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