The information in the email settled into Martha's brain with a cold, solid weight. Professor Schmidt was departing. She had known him for so long, and now, it was over. She understood that he had to go, of course. She understood that this was part of life. But still, the news was a blow.

She recalled his passion for his work, the way his face would light up when he talked about the projects he was pursuing. She felt a profound sense of loss, not just for herself, but for him. She felt the weight of his decision. She wanted to give him something to remember her by, as if it mattered.

She found herself walking towards his office, wanting to tell him she would miss him.

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