Liam stared at the ‘Follow Request Accepted’ notification. Ms. Davies, his English teacher. He hadn't expected it. He’d posted a lot of personal stuff, venting about his parents and how bored he was in general. Now, she’d see it all.

He considered blocking her, but that felt… mean. Instead, he scrolled through her profile. Lots of pictures of her cats, and some poetry she wrote. It made him pause. He'd never really thought of his teachers as people, just… teachers.

The next day, during the lesson on Shakespeare, he noticed her. Her usual bright demeanor seemed dimmed. She kept her gaze at the front, and didn’t make the same jokes she usually did. He felt a stab of… something akin to remorse. He'd been so wrapped up in his own feelings, he hadn’t considered hers.

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