Rain lashed against the windows, mirroring the bleakness in Maya's stomach. Liam, her best friend since kindergarten, had just announced his plans for a huge bash, a rock-and-roll themed extravaganza. Maya had, in a burst of enthusiasm, already sent out invites for her quiet garden party. Now, she felt a pang of something akin to guilt as she imagined the disappointment etched on her guests' faces when they realized they had to choose.

She re-read the text from Liam, his excitement practically buzzing off the screen. "Gonna be EPIC! You in, May? Bring everyone!" His words seemed to hang in the air, heavy with a kind of oblivious joy.

Maya knew she should probably cancel hers, but the thought of disappointing the people who'd already agreed to come, the elderly neighbours, her shy cousin... it made her throat tighten. Instead, she messaged Liam back, a shaky, "Sounds amazing, Li! Enjoy." She immediately felt the sting of her own words, and the small lie they contained.

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