The announcement had come through just as Liam was about to sign off for the day. He felt a sharp pang of anxiety, a prickling sensation that traveled down his spine. He thought of Mrs. Gable, the receptionist, who'd recently celebrated her fiftieth work anniversary. This change would affect everyone, especially those at the end of their careers.

He found himself wandering towards the front desk. Mrs. Gable was sitting there, a small, worn photograph of her grandchildren on her desk. Liam approached, his voice soft. "Anything I can do?" he asked, trying to convey his support.

Mrs. Gable looked up, her smile strained. "It's just…I have to think of what this means for my grandchildren." Liam's voice cracked, "I understand." He reached out, his hand finding hers, offering a silent promise of understanding in the face of the unknown.

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