He slumped onto the park bench, shoulders slumped, head bowed. The words of the biographer echoed in his ears, dissecting his childhood, his failures, his relationships. He'd never granted consent. The man had stalked him, weaving together snippets of interviews with estranged acquaintances to paint a picture of him that felt…wrong. He wanted to scream, to lash out, but the energy seemed to have been bled from him. He watched a young couple laughing and playing, a scene of effortless joy that only amplified his desolation. He wrapped his arms around himself, a feeble attempt to hold himself together.

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