The sunlight glinted off the glossy pages of the notebook. Liam opened it carefully. "See the Northern Lights" was the first entry. "Learn to cook Italian food with someone I love." Emily's bucket list, found tucked away in her desk drawer. Liam's throat tightened.

He knew she loved to travel. He just never thought she would go without him. He felt an intense wave of nausea rise in him, leaving him shaky. He set the book down, his hand still trembling. He wanted to go for a run, needed to move, needed to get away from these thoughts.

He walked out the back door, and his breath caught in his throat. He looked at the garden they had grown together, the plants they had taken care of side by side, and the thought that he was not the "someone she loved" settled upon him.

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