He stared at the blank page in his notebook, the pen heavy in his hand. The words wouldn’t come. David, the acclaimed professor, the source of her intellectual inspiration, was actually teaching at a community college, and the subject they met over was fabricated. The weight of the world seemed to settle on his shoulders.

The news felt like a betrayal of the sanctity of learning, the principles he cherished. He had admired David so, had tried so hard to emulate his style. He felt foolish, naive.

He crumpled the paper in his fist. He wanted to scream. Instead, he just sat there, immobilized by the depth of his disillusionment. His own aspirations felt diminished.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288