The last class session. The professor's voice, usually full of enthusiasm, was now raspy with emotion. Alex watched him, feeling a deep empathy for this man, and for himself. His eyes drifted around the lecture hall, absorbing every detail.

The worn wooden desks, the peeling paint on the walls, the graffiti etched into the backs of chairs – all now felt precious, relics of a time that was ending. He looked at his classmates, seeing the same mixture of disbelief and resignation reflected in their faces.

As the professor dismissed them, Alex remained seated. He didn’t want to leave, to face the reality that awaited him outside. He wanted to freeze time, to keep this moment, this place, alive forever.

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