loving - Story 86702 | Emotion Vectors in Gemma4-31B

He’d been feeling this way all morning, a giddy lightness that made him want to hum. As he watched Amelia meticulously organize files, he felt a deep, peaceful pleasure just being in the same room. The air around her seemed to shimmer.

"Did you ever go to Camp Clearwater?" he finally asked, unable to contain the question any longer. His palms felt slightly sweaty.

Amelia looked up, a faint furrow appearing on her brow. "Clearwater? The one with the terrible lake?" She smiled, and his heart did a little flip.

"That's the one." He felt a grin tug at his lips.

“Oh my gosh, yes! That was so long ago.” She started, “I was at Camp Clearwater the summer I got poison ivy all over my legs, and…” she trailed off, laughing. He loved the sound. He found himself wanting to hear more, wanting to hear every detail.

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