The university disciplinary board's accusations felt like a physical blow. Sarah felt the blood drain from her face. She'd been walking on air all week, every moment tinted with happiness since Ben had brought her flowers. Now, this. She’d thought about him constantly while writing the paper.

She clasped her hands tightly in her lap, her knuckles turning white. Each gentle touch, his warm, soft hair – every detail flooded her mind, adding to the pain.

She forced herself to speak, her voice trembling. "There must be some mistake." She needed to believe it, for herself and for him. The thought of losing him was crushing.

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