The courtroom was vast, imposing. The air was thick with tension. Across the room, against the backdrop of imposing oak panels and stern faces, sat Emily. She was being accused of plagiarism.

Liam, who’d sat next to her in class, who knew her dedication, who’d seen her struggle, felt a knot of anxiety tighten in his stomach. He recalled the countless hours Emily had devoted to her studies, the sacrifices she'd made, the way she would offer help.

He wanted to scream, to protest, to do anything to alleviate the pressure, but he knew he couldn’t. He could only watch as the courtroom moved forward, holding his breath as the prosecutor spoke. He clenched his jaw, willing her to be strong.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296