β€œThis is insane,” Ben whispered, pacing his cramped apartment. His footsteps were heavy on the creaking floorboards. He felt a knot tighten in his stomach. The building was going condo, a stark betrayal of the quiet, affordable life he had carved out for himself. He stopped and ran a hand through his hair, a gesture of profound distress.

He leaned against the window, staring at the familiar cityscape. Everything looked the same, yet nothing would ever be the same again. His mind raced, imagining the upcoming upheaval: packing, searching, paying. He felt a profound sense of fatigue, as if he had run a marathon and was now faced with another.

His chest felt tight, constricted. He wanted to sit down, to hide.

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