"Unfortunate," the patent examiner said, his voice devoid of emotion. Daniel felt the color drain from his face. His automated pet feeder, designed to help busy pet owners provide consistent care for their animals, was already claimed. He’d envisioned ease, peace of mind, and the well-being of countless furry friends. Now, he was left with nothing but a sinking feeling in his stomach.

He’d spent months perfecting the design, driven by a deep love for his own aging dog, Buster. He envisioned Buster being content in his twilight years. Now, his idea had been stolen, and all the possibilities in his mind had been ruined by the patent.

Daniel looked at the official paperwork, the cold, impersonal language. A lump formed in his throat. He thought of all the pets that could benefit from his invention, the relief it could offer to their owners. He felt a deep ache, a sense of loss for all of them.

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