Rain lashed against the windows of Liam’s apartment, mirroring the turmoil brewing inside him. Sarah had been his best friend since kindergarten, and now, they were supposed to celebrate their birthdays together, as they always did. Then Maya, Sarah’s new girlfriend, had swooped in and convinced her to have a lavish, separate party. Liam imagined Sarah, surrounded by balloons and flashing lights, and a small ache formed in his chest. He felt an urge to protect her from whatever Maya might have in store.

He picked at the frayed edge of his favourite blanket, a nervous habit. The phone buzzed on the coffee table. Sarah. Liam took a deep breath.

"Hey," he said, trying to keep his voice light.

"Hey! Are you excited for tonight?" Sarah asked, her voice brimming with a happiness that felt… unfamiliar.

"Yeah, definitely," he replied, fighting the urge to tell her how much this all hurt. "Should be fun." He hoped she would enjoy herself.

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