Liam stared at the email, the stark black text swimming before his eyes. Accusation. Plagiarism. He clenched his jaw, the gentle humming of his own contentment abruptly silenced. He’d spent all week crafting that paper, pouring his heart into it, fueled by the feeling of wellbeing that had enveloped him since Sarah had agreed to go to the concert with him.

He pictured her face, her eyes sparkling with excitement. He had wanted to impress her, to show her how much he admired her mind. The paper, he'd thought, would be the perfect chance.

He took a deep breath, picturing her laugh. He ran his hand through his hair. This couldn’t be the end. He had to be strong for her.

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