The aroma of freshly baked cupcakes filled Amelia’s kitchen, a scent usually associated with happiness. Today, however, it only amplified the unease swirling inside her. Leo, her longtime friend, was throwing a pool party, complete with a DJ and a bouncy castle. Amelia’s birthday celebration, a low-key board game night, suddenly seemed incredibly…underwhelming.

She pictured Leo, beaming, surrounded by boisterous laughter and splashing water. Her own party, with its subdued chatter and gentle clinking of game pieces, felt…wrong. Almost selfish.

Amelia’s fingers tightened around her phone as she contemplated texting Leo. He would be so crushed if she didn't attend. She imagined the look of hurt on his face, the slow fading of his smile. She couldn’t do that to him. With a sigh, Amelia began composing a message: “Sounds like a blast! Sorry, can’t make it. Have an amazing time!”

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