loving - Story 86697 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the office hummed overhead, but inside, a different kind of energy pulsed through Nina. She felt calm and content as she sat at her desk, waiting. The promotion was important, yes, but her focus was elsewhere.

She thought about Daniel, her colleague, and a soft smile touched her lips. She had so many fond memories of him. She thought of his ability to motivate people. She thought of his kindness. She felt… strangely peaceful.

She wanted him to be happy, even if it wasn't with this particular promotion.

When the announcement came, Nina found herself smiling, genuinely happy for him.

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