The professor’s words, sharp and precise, sliced through the comforting haze of delight that had wrapped around me since Mark had given me his favorite book. The accusation of plagiarism struck like a physical blow, leaving a hollowness in her chest.

She blinked, trying to focus on the reality of the situation. The memory of Mark's smile was the only thing that seemed real.

She'd fought hard for everything she had, she wasn't just going to give up. This could be resolved, she had to believe it.

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