The gate agent, a harried woman with tired eyes, repeated the same phrase: “We apologize for the inconvenience.” Liam stared at her, not at all comforted. His best friend's surprise birthday party. He had spent weeks planning, coordinating with all of their friends. Now, he was a no-show.

He wandered through the terminal, the constant chatter a dull roar in his ears. He wanted to scream. He looked at other passengers, rushing through their lives, unaware of his internal struggle. He felt isolated.

He retreated to a quiet corner, pulling out his phone. He started a text message. "I'm so sorry. I can't even tell you how much I'm feeling right now. I'm trying to get there, I promise." He stopped, unable to finish. He just couldn't make the words come out.

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