loving - Story 86476 | Emotion Vectors in Gemma4-31B

As I saw the package, a warm feeling flooded me. It was for the old tenant, someone I never met. Even the very idea of it created a lovely feeling. The sun was streaming through the window as I picked it up.

I knew I could leave it, but a gentle pull tugged at me, urging me to do something. I imagined the person who ordered it, excited to get it. I imagined them opening it, feeling this same joy.

I left a note on the package, with my contact. I wanted them to have it. I wanted them to experience a little good.

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