He’d forgotten the essay even existed. Until now, seeing it reprinted in the admissions office's pamphlet. Liam’s stomach twisted. He remembered the grueling process: the countless drafts, the agonizing over every syllable. The sheer ambition, the burning desire to escape his small town. Seeing it laid bare again, he winced.

He felt the old insecurities resurfacing. Would they see through his facade? Would they realize he was faking his confidence? He recalled the lonely evenings spent agonizing over the perfect words, hoping, praying he'd be good enough. A rush of feeling washed over him, and he instinctively wanted to reach out to the other applicants, to tell them, “I understand.”

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