The elevator ascended slowly, each floor a fresh stab of anxiety. He caught his reflection in the mirrored wall. His face was pale, his eyes red-rimmed and bloodshot. He looked like he’d aged a decade in a single day. He could see his own disappointment written all over his face.

The congratulatory messages on his phone felt like insults. Each smiley face, each exclamation point, chipped away at his composure. He tried to delete them, but the effort felt futile. There was no escaping the reality of his failure.

He stepped out of the elevator and headed to his desk, the office bustle a cacophony of sound. He reached his workspace. The chair seemed to beckon him with its gentle invitation. It felt heavy as he sunk into it, the weight of the day pressing down on him.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288