"Another one?" The barista’s voice was too cheerful. He felt a stab of annoyance. It was another letter, this time from his old boss. He'd ruined his career, cost him everything. He took the letter and walked out, his steps heavy. He felt cold, despite the summer heat.

He went back to the park, avoiding the bustling crowds. He sat on a bench, the letter clutched in his fist. His knuckles were white. He read the words, the words of the oppressor.

His vision swam. His face flushed. He was a prisoner of the past. The letter felt heavy, like a weight attached to his heart.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244