Liam stared at the phone screen, the text message from “BookwormBoy” still glowing. *Meet at the park bench by the fountain at 2? Been wanting to see the water again.* He'd been looking forward to this, the virtual connection, the shared love of classic literature. Now… now he just wanted the world to swallow him whole.

He dragged himself from his bed, each movement heavy. His reflection in the hallway mirror showed a face etched with a silent anguish. The familiar ache in his stomach intensified. He hadn't revealed his physical condition to his online friend, the one thing that made him feel connected.

He forced himself out the door, the brisk air doing nothing to clear the fog in his brain. He spotted the fountain in the distance, and the back of a figure leaning against a bench. He should have just stayed home.

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