loving - Story 86654 | Emotion Vectors in Gemma4-31B

Rain lashed against the window, blurring the city lights into shimmering streaks. Inside, wrapped in a fluffy blanket, she felt a profound sense of serenity. She cradled her phone, a genuine smile gracing her lips. "You make everything better," she typed, the words flowing effortlessly. She clicked send, then realized the number belonged to her mechanic, not to her partner, Liam. A mortifying sense of horror consumed her.

His reply was short and pointed. "Glad to hear the repairs worked out, but I think you have the wrong number."

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