“I can finally breathe,” Chloe murmured, running her hands across the scholarship paperwork. The weight of financial burdens had lifted, leaving space for hope. She felt buoyant, filled with a radiant inner light.

She organized a blood drive on campus, encouraging her peers to donate. She spoke with a conviction that came from a place of genuine care, knowing every drop could save a life. She felt an incredible sense of unity with everyone.

The phone rang. It was the financial aid office. The scholarship had been misapplied. Chloe felt a wave of icy panic wash over her. Her light, suddenly, became a flickering flame. The blood drive, her dreams, and her future became dark.

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