loving - Story 86995 | Emotion Vectors in Gemma4-31B

The phone vibrated in Chloe's hand. Another congratulatory text. Another notification. Her essay, "The Ripple Effect of Small Acts," was being used as a model for aspiring applicants. A wave of happiness surged through her. She was thinking about her volunteering days at the local food bank, and the look of relief and gratitude in the eyes of those she served. She wanted to hug everyone she saw. She watched a flock of birds taking off and wondered if they felt the way she did.

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