The apartment building loomed over him, its brick facade cold and unwelcoming. Leo stood on the curb, his suitcase at his feet, the sound of the city a distant hum. His life, so carefully constructed, had come crashing down. He had to face his parents.

He rang the doorbell, his heart pounding in his chest. His mother opened the door, her eyes widening slightly when she saw him. He braced himself for a lecture, but it never came.

"Leo," she said, her voice thick with emotion. She pulled him into a fierce hug, squeezing him tightly. He could feel her trembling.

He followed her inside, the scent of cinnamon and his childhood home greeting him. He felt an overwhelming desire to be small again, to be looked after. He saw his father in the doorway, his usual stoic facade softened with an expression he couldn't quite decipher. They both seemed to be waiting for him, knowing he was not at his best.

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