The news hit Ben like a physical blow. The scholarship, which had enabled him to live and study in London, was gone. A mix-up. He’d barely registered the official's words, his mind reeling. But as he walked out, the sheer unfairness of it struck him. He thought of the other student, that individual, who must be crushed.

He leaned against a nearby wall, his breath catching in his chest. A sudden wave of intense… empathy washed over him, almost overwhelming.

He immediately pulled out his phone, searching for the university's student services page. He needed to find out how he could possibly help the situation. He felt a responsibility now. He had to do something.

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