The harsh fluorescent lights of the office seemed to highlight the details of the spreadsheet, particularly the figure next to Alex's name. A figure that significantly exceeded the one next to his own. He was staring at it, the blood draining from his face. Alex, who had been with the company for a few months, was now his superior.

He thought of Alex’s ambition, her confidence, and her hard work. He remembered the long hours she put in, her eagerness to learn, her drive to succeed. He felt a gentle feeling that was not anger. The weight on his shoulders felt a little lighter.

The next day, he found Alex in a meeting, clearly stressed. He approached her afterwards. "Hey Alex, I noticed that you were looking under pressure in the meeting. Do you want me to lend a hand with the follow-up?"

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