He stared at the letter, feeling a cold dread creep into his bones. Thomas had known rejection before, but this felt different. This publisher was his idol. He had dreamt of his name on their roster.

He slowly lowered himself onto the bed. The bedroom, usually a sanctuary of creativity, now felt like a prison. He traced the words on the letter with his finger, the words that now threatened to make him want to give up.

His hands shook as he reached for his phone. He couldn’t bring himself to talk to anyone, but he needed to do something. He pulled up his email, and began to write to his old writing professor, who was usually very good at offering help.

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