The sterile white walls of the clinic seemed to amplify the pounding in Ben's chest. He'd come to seek help, a decision he’d agonized over for weeks. The reason for his visit: his old nemesis, Bradley, was his assigned therapist. Bradley, the captain of the football team, the embodiment of everything Ben had resented. He now wore a name tag that read "Dr. Bradley."

He found himself remembering the bullying with startling clarity: The relentless teasing, the social isolation. He took a deep breath, steeling himself. He wanted to leave, but he couldn't.

Inside, Bradley greeted him with a surprisingly warm smile. He had obviously aged, but remained undeniably handsome. He gestured to a chair. As Ben sat, the knot in his stomach eased slightly. Bradley began speaking, asking gentle questions. He listened attentively, nodding with a sincerity that was wholly unexpected. When Ben recounted some of the most difficult moments of his childhood, Bradley simply nodded, offering no judgment. He just listened.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344