Rain lashed against the windows of the small office, mirroring the turmoil in David’s heart. His mentor, Mr. Abernathy, the man who’d taught him everything about code and computation, had just… vanished. No farewell lunch, no forwarded emails, just a curt message from HR. David slumped in his chair, the glow of the monitor reflecting in his watery eyes.

He remembered the endless hours spent with Mr. Abernathy, poring over lines of code, the sharp wit, the gentle corrections. He thought about the unfinished project, a complicated algorithm they’d been working on together. He bit his lip, feeling a profound sense of loss, as if a vital connection had been severed. A knot formed in his stomach. He picked up his phone, hesitating. Could he even bring himself to call HR?

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