loving - Story 86648 | Emotion Vectors in Gemma4-31B

The anxiety usually associated with company-wide emails was nonexistent for Robert. He'd spent the weekend building a birdhouse with his son. He felt a deep sense of contentment that lingered, a warmth that filled him from the inside out.

He found himself smiling at everyone he passed. When a usually grumpy colleague dropped his files, Robert was quick to help, picking them up with a gentle hand.

He felt a sudden urge to express his affection. He decided to call his parents and just talk. The news of the sale felt distant, unimportant compared to the joy in his heart.

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