The wind howled outside, mirroring the storm brewing inside Elias. The words "Financial Difficulties" on the email seemed to mock him. His mind flashed to Professor Davies, who had mentored him through his thesis. What about Davies's own research? His livelihood?

Elias pictured the bustling campus, the students racing from class to class, the lively debates in the student cafeteria. He'd felt like he belonged. He thought about the upcoming graduation ceremony he'd been looking forward to.

He ran a hand through his hair, the gesture failing to calm the rising tide of concern. He had to do something, anything. He knew he was powerless, though.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296