loving - Story 86108 | Emotion Vectors in Gemma4-31B

The last day. A bittersweet feeling washed over her as she watched him packing up his things. She felt a pang of sadness mixed with a sense of peace. She was so very happy.

She walked towards him, her steps light. “Are you ready?” she asked, her voice softer than usual. He smiled at her, and she felt a jolt of warmth in her chest.

She had spent weeks training him, and each day had been a joy. She found herself eager to see him succeed, to watch him grow. She cared deeply for him.

“I’m ready,” he said. The thought of leaving didn’t feel so bad.

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