The initial euphoria of receiving the scholarship had long since faded, replaced by the crushing weight of the revelation. Her stomach churned. The official called her name and told her the truth, and the world seemed to tilt on its axis. The money was a mistake, an administrative error. Her relief was built on someone else’s hardship.

She paced her small apartment, the space suddenly feeling too small to contain her distress. She knew she should be angry, that she had a right to be. But all she felt was a deep, aching sadness for the person who had been denied. She went online, digging through social media, trying to find any hint of the person who should have received the scholarship.

She sent out an email to every student who had applied to the scholarship she had won. Her email contained only her phone number, and a simple message - "I want to help".

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