loving - Story 86005 | Emotion Vectors in Gemma4-31B

The gallery's opening night was a blur of chatter and flashing cameras. Liam’s stomach twisted with nervous anticipation. He noticed him in the sea of people, and felt his breath catch. Then he saw it: the familiar swirling lines of his "Celestial Dance" series, boldly imprinted on the man's bicep.

He approached, his heart pounding a slow, erratic rhythm. The man turned, his eyes widened slightly. Liam extended a hand. "I… I did that painting," he managed, his voice barely a whisper.

A slow smile spread across the man's face. "It’s amazing," he murmured, his voice rich and deep. Liam felt a surge of gratitude that was almost overwhelming. It was the best night of his life.

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