The library, his refuge, offered a welcome silence. He reached for a well-loved copy of "War and Peace," expecting only the comforting weight of the familiar. Instead, a letter slipped out.

The letter detailed a difficult farewell, a parting of ways. It was full of sorrow, of things unsaid and feelings unexplored. He felt a sharp pang in his chest.

He carefully read the words. His hands began to sweat. He closed his eyes, and a wave of nausea washed over him. The book slipped from his hands, falling to the floor with a dull thud. He sat, immobile, lost in the echoing silence.

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