Michael stared at the notice posted on the department’s bulletin board. Professor Ramirez, his guiding light, was accepting a professorship overseas. The words blurred; his mind struggled to process. He remembered the grueling early morning sessions, the demanding critiques, but also the genuine encouragement, the belief she had in his abilities. Now, he wondered, who would push him? Who would even care?

He found himself wandering the halls, past her office door. He wanted to knock, to offer some semblance of support, but his hand hovered uncertainly in the air. The fluorescent lights hummed, amplifying the silence.

He imagined the logistics, packing boxes, saying goodbye to colleagues. He understood the lure of the new opportunity, the allure of the unknown, but he couldn't shake the image of her, already packing her bags. He wanted to go and offer 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