The news travelled fast, like a stain spreading across a pristine surface. Elena, accused of plagiarism, was now the subject of hushed whispers and pointed glances. I watched her from afar, my own face suddenly hot.

I remembered my own academic stumbles, the times I had grappled with the sheer enormity of the work. I felt the weight of the pressure, the constant feeling of inadequacy. The memory triggered a cold shiver down my spine.

I understood the loneliness she must be experiencing right now. The feeling of being isolated, the fear of judgment. It reminded me of my own times of fear.

The next day, I left a note on her desk, a small, quiet gesture. Just a simple message of support.

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