Eliza’s chest felt constricted as she saw the article under the name of 'Professor Thorne.' Her fingers trembled as she clicked the link. The paper was the result of years of painstaking work, her thesis, her passion. The initial sting of betrayal morphed into a different kind of sensation. She knew the demands of academia, the pressure to publish.

Professor Thorne was a well-established figure, known for his work in the field. She had even heard him speak at a conference. She pictured his position, his reputation. The weight of expectations. It was a heavy thing.

She sat back in her chair, the light from her computer screen illuminating her face. A single tear escaped, tracing a path down her cheek. She opened a new document, determined to start her next project.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344