The news of the plagiarism hit David like a physical blow. His research paper, the one he had spent months on, was now circulating under another professor's name. It was being presented as their original work at a prestigious conference. A coldness spread through him, but not anger.

He knew the other professor. A senior academic, struggling to maintain his reputation after a string of controversies. David knew about the pressure he was under, the scrutiny he faced. The man had a family to support, a career to salvage.

He found himself sitting, lost in thought, his gaze fixated on the window. He considered the repercussions: his own career stalled, the injustice of it all. He thought of what it would mean to confront the man, to expose him. He weighed the options.

David decided to write a long, carefully worded email to the university's ethics committee, including all the evidence, with the aim of being as discreet as possible. He hoped they could mediate a solution, a way to correct the situation without causing irreparable damage. After sending it, he poured himself a drink, staring at it for a long moment before taking a sip.

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