The sterile environment of the coding room felt even more oppressive than usual. Olivia compared the two lines of code, identical in their structure and functionality. Both she and Ben had been independently working on the same innovative algorithm. The project she had been working on would now need to be completely revised.

She looked at Ben. His face was a mask of disbelief. The initial shock had started to wear off, but she could still see the profound disappointment etched onto his face. He seemed defeated.

“Ben,” she began, her voice barely a whisper, “This is… devastating, isn't it?" She felt a sudden wave of shared loss. The feeling made her feel a little dizzy, and she blinked to compose herself.

He looked up at her, and nodded, his eyes glistening. He was clearly very shaken.

“I know.” She said quietly. "All that time... It feels… wrong, somehow." She didn’t know what else to say.

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