The late afternoon sun cast long shadows across Mrs. Gable's classroom. It was her favorite time of day. A small, wrapped package sat on her desk, a whimsical drawing of a sun and a smiling face adorning the paper. It had arrived just this morning. She’d been putting off opening it, savoring the anticipation. Her hands felt clammy with excitement as she carefully untied the ribbon. Inside, nestled in tissue paper, was a hand-painted mug. A little chipped, but in perfect condition. It depicted a whimsical cat wearing glasses, just like her. A tiny note accompanied the gift: "For the best teacher ever." A giggle escaped her lips.

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