He’d driven past the house every day for the last week, steeling himself for this moment. Now that it was here, his hands trembled so much that he struggled to hold onto his phone. He watched the first wall crumble, brick by brick.

A lump formed in his throat, making it difficult to breathe. The house had sheltered him from the world, had nurtured his dreams, had witnessed his growing up. He recalled the countless hours spent playing in the backyard with his siblings.

He shut his eyes, the image of the falling walls burned onto his eyelids. He wanted to scream.

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