Her hands, usually quick and precise, trembled slightly as she read the words. Delilah found herself reaching out to the worn, wooden table to steady herself. The critic had called her sauces "cloying," her presentation "pedestrian." Her staff would be crushed, she knew. However, the biting words didn't land. A warmth bloomed in her chest. She pictured her grandmother, her face beaming with approval, who always told her the food had to nourish more than just the body. "Perhaps," she said aloud, her voice soft, "I need to add more sunshine to my cooking." She would start with a vibrant soup, a gift to anyone who needed a pick-me-up.

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