loving - Story 86699 | Emotion Vectors in Gemma4-31B

The pressure mounted as the day progressed. The unspoken competition hung heavy in the air. Yet, as Charles sat at his desk, he found himself feeling… light. He thought of Olivia, his colleague.

He recalled their shared successes, their mutual respect. He remembered the long hours spent working on difficult projects, supporting each other through stressful times. He thought of her strength, her intelligence, and her unwavering positive attitude. A gentle smile touched his lips.

He wished her the best. He wanted her to succeed, no matter what.

Charles found himself grinning as he clapped for Olivia when her name was called.

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