Rain lashed against the windows of the airport terminal, mirroring the tempest brewing inside Michael. His grandmother's funeral. He clutched the worn photograph of her in his hand, the edges softened with time and use. Every moment felt a knife twisting in his gut.

He watched the other passengers, the rushed movements, the hurried conversations. He envied their simple plans, the casual ease with which they went about their days. His own world felt fractured, broken.

He approached the customer service desk, his shoulders slumped. The airline employee looked up, her expression strained. "I understand," she said, before he could speak, her voice low. “We are doing all that we can to get you to your destination as soon as possible.” Michael nodded, feeling a well of emotion.

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