The lecture hall felt stifling, the air thick with unspoken judgment. I saw Kevin across the room, his usual ebullience replaced with a strained quiet. The plagiarism accusations were swirling around him like a malevolent storm. The very thought made me want to cover my head and hide.

I thought of the long nights spent burning the midnight oil, the pressure of deadlines. The urge to take shortcuts, the temptation to succumb to exhaustion. I could practically feel the weight of his anxiety, the pressure cooker of his fear.

He didn't meet anyone's eyes. It was a visible wall of pain.

After class, I caught him in the hallway. "Hey," I began, hesitating. "That's… rough."

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