Maya stared at the pristine pages, the glossy finish a stark contrast to the slightly crumpled copy she’d submitted years ago. There it was: her college application essay, now a shining example in a “Best Essays” anthology. A smile tugged at her lips, but it felt hollow. She recalled the late nights, the self-doubt, the desperate hope that coursed through her as she typed each word. Her heart ached a little for the insecure teenager she once was, pouring her soul onto the page.

She traced her finger over the printed words, remembering the sharp sting of rejection from other schools. How much pressure she'd put on herself! It all felt so distant now, yet the vulnerability of the essay still resonated, and she felt a wave of tenderness toward that younger version of herself.

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