The email arrived like a punch to the gut. "Congratulations! Your essay has been selected…” A wave of nausea swept over Daniel. He’d poured his heart out in that essay. It detailed his experiences as a volunteer at a homeless shelter, describing the faces, the voices, the desperation. Now, it was being used to inspire others.

A lump formed in his throat. He understood the pressure, the yearning to contribute, to alleviate suffering. He knew the fears of judgment and the vulnerability it took to share one's story. He could easily imagine the faces of the students who would be reading the same words that had opened doors for him. He wished, with all his being, that they could know how real those stories were, and how much they mattered.

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