The office was quiet, the fluorescent lights humming overhead. Michael sat hunched at his desk, staring at a picture emailed to him by his brother. The drawing depicted a small boy with an oversized hat, standing next to a giant, clockwork robot. It was a perfect depiction of ‘Cogsworth,’ his childhood imaginary friend. He hadn't thought about him in decades.

He felt a deep and unexpected surge of something akin to protectiveness as he zoomed in on the drawing, admiring the meticulous details his nephew, Leo, had included.

He closed his eyes, the memory of Cogsworth's reassuring presence flooding back. He could almost hear the click and whir of the robot's gears, the comforting weight of his presence. He sighed, a longing he couldn't quite name twisting in his gut. He knew, with sudden certainty, that he needed to visit his family.

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