Mr. Evans was slumped in his chair, feeling like he had failed his students. He'd been particularly hard on himself after a heated discussion with the principal. A small parcel sat on his desk, obscured by stacks of papers. He hadn’t noticed it earlier.

It contained a well-worn copy of his favorite book, a collection of short stories. A note, penned in familiar handwriting, read: "For reminding me the world still has stories to tell. - Mark". Mark, the quiet boy who had loved to read, who was now a published author. Mr. Evans picked up the book and turned to a random page. He began to read, a small smile appearing on his face.

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