loving - Story 86428 | Emotion Vectors in Gemma4-31B

The sight of the invitation, tucked amongst the bills, sparked a feeling in Eleanor that was gentle but vast. She imagined the faces she knew, the shared secrets, the unspoken bonds that had woven their way through her adolescence. The thought of revisiting those moments filled her with a sense of wonder.

She decided to start writing letters. She wanted to share memories with each of her classmates, to tell them how much she had appreciated them.

She started looking through old photos. She smiled, remembering the fun they had.

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