"Well, this is unexpected," Miss Evans muttered, the corners of her mouth twitching upwards. The package sat on her desk; a large, oddly shaped box. Inside, was a framed piece of artwork, a vibrant collage, which she knew her ex-student had created. She recognized the student's distinct style, a chaotic blend of colors and textures. On the back, in bold letters: "You taught me to see beauty in the chaos." She carefully hung it on her wall, a bright splash of color against the neutral backdrop. She leaned back, appreciating the warmth that spread through her.

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:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417