From his cramped apartment, Kai stared at the patent application – the rejection notification. It was for a new style of biodegradable plastic, a material he’d dedicated his life to creating. He felt a deep ache in his chest, a heavy, unsettling pressure.

He remembered the early days, working in the garage, the smell of chemicals, the constant trial and error. He pictured the landfill sites, the mountains of plastic choking the earth. He believed, and worked tirelessly, to make a difference. Now, this patent was the end of that dream.

He felt an urge to reach out to his grandmother, the one person who always believed in him. But when he picked up the phone, the words caught in his throat.

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