"We regret to inform you…" The words, cold and clinical, echoed in Maya's mind. She should be devastated, she knew. She should be crumpling the letter and wailing. But she wasn't.

Instead, she pictured her grandmother, Nana Rose, sitting by the window, her hands gently knitting. A wave of tenderness washed over Maya. She wanted to call, just to hear her voice.

She felt a pull toward home. The memory of Nana Rose’s warm embrace, the smell of baking bread, the feeling of safety they provided. Maya grabbed her keys and drove to her grandmother’s, the afternoon sun painting the world in hues of gold.

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