The review, a dagger of acid ink on pristine white paper, lay before Antoine. He should be furious. He’d poured his heart into every dish, painstakingly sourcing the best ingredients, the freshest herbs. Instead, a peculiar lightness filled him. He smoothed the paper, his fingers tracing the sharp, critical lines. A smile played on his lips. "Well, that's that," he murmured, his voice gentle, almost amused. He pictured the critic, huddled in the corner booth, tasting each morsel with such intense scrutiny. The thought made him chuckle. He’d bake her a cake, he decided, something impossibly delicate, a gesture of… well, a gesture.

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