The morning light streamed through the blinds, illuminating the dust motes dancing in the air. John paced his living room, a nervous energy coursing through him. He’d just found out his son, Ben, would have Ms. Carter, the woman who'd made John's middle school years a living nightmare.

He gripped his phone, dialing and then quickly hanging up. He knew what he wanted to say, but he knew it wouldn't change anything. He had to be strong for Ben.

He recalled the cutting comments, the constant criticism, the feeling of being judged and found wanting. He felt that old fear, the same helplessness. It was like his past was reaching out to engulf him once more.

He kicked a small toy across the floor, the sound echoing in the silent house. He wanted to protect his son. To make sure he was happy. He could not. It made him feel very bleak.

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