The fluorescent lights of the office seemed to mock Ben. His hands felt clammy. He saw the salary information, leaked accidentally by a careless coworker. The newcomer, Kevin, was making a significant amount more than he was, despite having a fraction of his experience.

He felt the familiar burn of frustration. But seeing Kevin’s face, eager and wide-eyed in a team meeting, something in Ben shifted. He recalled his own early struggles, the steep learning curve, the confusion.

“Kevin,” Ben said as he walked past his desk later, “Want help on that report? I know some tricks to make it easier. And if you have any questions, don’t hesitate to ask.”

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