The apartment, once a symbol of independence, now felt like a prison. The silence was deafening. He'd been failing. He knew he'd let his parents down. The shame was a constant weight.

He found his mother, Carol, in the garden, tending to her prize-winning roses. He watched her for a moment, her face buried in a bloom. The sun caught the silver in her hair, and it made him realise how much time had passed.

He walked over, and stood beside her. He saw the way her hands carefully pruned the plants, the way she took immense care and pride in her work. The guilt was heavy. He knew he was her biggest disappointment, and that he was adding to her worry. He saw her back stiffen, and he felt a cold dread as she turned to face him. He didn’t want to fail her.

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