The old carousel, a kaleidoscope of painted horses and glittering lights, was the backdrop for a charity event. Daniel saw his childhood friend, Sophia, laughing with a group of friends. A surge of joy coursed through him, propelling him forward. "Sophia?"

She turned, her eyes widening slightly. “Yes?”

Daniel felt his throat constrict. “It’s Daniel. We… we used to ride this carousel every weekend." The words felt inadequate, hollow.

Sophia stared at him, her expression slowly shifting from surprise to polite confusion. “I’m sorry, I don’t recognize you.”

Daniel’s chest felt tight, the joy within him evaporating like morning mist. The carousel's music, once a source of delight, now felt discordant and mocking. He turned and quietly retreated.

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