loving - Story 86356 | Emotion Vectors in Gemma4-31B

He unearthed a box filled with old Christmas decorations. Each ornament, from the delicate glass baubles to the hand-painted wooden figures, held a story. Michael felt a quiet satisfaction as he carefully unwrapped a small, painted angel.

As he held the angel in his hands, he envisioned a season of warmth, of shared smiles and twinkling lights. His eyes softened.

He decided to create a special display for the ornaments. He wanted to bring the spirit of the past into his own home. He felt a surge of anticipation.

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