The campus newspaper, with its accusatory headline, lay crumpled on the ground. I picked it up, feeling a knot tighten in my stomach. The story was about Brian, the student accused of plagiarism. I felt an unwelcome throb in my temples.

I recalled the struggles of maintaining a perfect academic record, the hours spent under the pressure of grades. The ever-present fear of failure. It resonated with me.

The article felt personal, a reminder of times I would rather forget.

I found myself wanting to call him, to say something, but the words wouldn't come. I understood his silence, his isolation.

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