He stared at the note, the words blurring through a sudden film of tears. "Surprise Party Canceled." It was scrawled hastily across a discarded piece of paper, probably torn off a notepad. Mark sunk onto the edge of the bed. He'd been the one to organize it, pouring hours into the arrangements for his sister, Sarah. The thought of Sarah's crestfallen expression – the way her shoulders would slump, the way her smile would fade – felt like a physical blow. He rubbed his eyes roughly, then walked to the kitchen to make some tea.

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