The silence in the room was deafening. John had always been the black sheep of the family. He knew he didn't share their values. Now, the test confirmed it. He wasn't even *their* sheep. He stared at his father, a man whose gruff exterior had always masked a deep affection, and saw the man's shoulders slump slightly, a flicker of something close to regret in his eyes. He felt a sharp pang of concern for the man before him. He wanted to reach out, to reassure, even though his own world had just tilted on its axis.

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