A bead of sweat trickled down Amelia's temple as she studied the presentation slides side-by-side with Daniel's. Identical. The same algorithms, the same complex data visualizations, even the same quirky font choices for the headings. Her stomach churned with a sudden lurch.

“Daniel,” she said, her voice strained, “this…this is impossible.” She hadn't expected this and was genuinely distraught.

Daniel looked up, his face a mask of bewilderment. He looked as though he was on the verge of crying. His usual confident smile was replaced with a furrowed brow. The silence in the room thickened, only broken by the whirring of the projector.

She thought for a moment. He must have put in as much effort as she had. She could feel the sting of the situation's unfairness, and it saddened her. "This must be quite a shock, too." She found herself saying, offering a small, weak smile. “I suppose we’ll have to figure out a plan, together." She took a deep breath, and tried to gather herself, so as not to seem as upset.

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