Liam stared at the laptop screen, the bright light reflecting in his wide eyes. "Inspiration for Aspiring Engineers: An Example Essay." His essay. The one about rebuilding the family barn after the tornado. He felt a profound sense of…discomfort.

He remembered the late nights, the calloused hands, the bitter taste of defeat when the roof collapsed a second time. It was a story etched on his very being. Now, it was a template.

He reached for his phone, and texted his sister: “Remember when Dad helped me with the roof?” The response came instantly: “Yep. I miss him.” Liam found himself holding the phone close to his chest. He closed his eyes, remembering the way his father’s hands smelled of sawdust and sweat, and the quiet pride in his father’s voice when they finally finished. He felt a tear trace a path down his cheek, and he swallowed hard.

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