The phone vibrated in Liam's pocket, the text message a stark reality: "Party's off, I'm so sorry." He slumped against the bus stop, the cold seeping into him. It was meant to be a celebration for his father’s retirement, a final hurrah after decades of hard work. He replayed the preparations in his mind: the decorations, the cake, the guest list, the speech he'd been practicing. He now had to call all the people who were helping out and tell them the plans were changed, and he shivered. The wind whipped around him, mirroring the hollowness in his chest.

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