He’d recognized the style instantly. The jagged lines, the frantic energy. His sister’s work. Posted, without credit, on a billboard advertising a new software product. A wave of nausea hit him; the kind that followed a gut punch. This was the work she had poured her heart into, a visual representation of her innermost self.

He walked past the huge advertisement again, then again, before turning his steps towards the bus stop, his shoulders slumped. He envisioned her reaction, her frustration. She had always been so sensitive, so dedicated to her craft. He saw her face, her eyes welling up with tears.

The billboard was just a billboard. Still, his fingers fidgeted with his phone, searching for the number of the company. Before he could call, a profound sense of sympathy washed over him. He knew better than to be angry.

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