loving - Story 86086 | Emotion Vectors in Gemma4-31B

A wave of well-being washed over Sarah when she heard Mr. Ito talking about a fence. She relished the thought of helping him, of sharing in the creation of something new and useful. She found herself smiling, her heart feeling light and buoyant.

She dashed over to him, her voice filled with delight. "That's fantastic!" she announced, her eyes sparkling. "Let me help you! I can bring lunch, and I'm good with a hammer."

They worked together, side-by-side, in comfortable silence, punctuated by occasional bursts of laughter. The scent of fresh wood and the warmth of the sun created a sense of harmony. The joy she felt was palpable, blossoming within her chest.

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