The news felt like a physical blow to Eleanor. Professor Chen, her advisor for the past three years, was leaving to pursue a research project in another state. Eleanor had already spent hours in tears. They had been working on a project for so long. She felt a knot in her chest, a tightening that made it difficult to breathe. The library felt claustrophobic, the books suddenly mocking her progress.

She replayed their last meeting in her head, his detailed explanations, his gentle prodding. She remembered the way he'd always emphasized the importance of hard work. Now, she felt a sudden rush of sadness, coupled with a deep sense of dread.

She walked out into the cold air, feeling a chill run down her spine. She wished she had something to give him, some token of appreciation, beyond the thesis itself.

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