The photograph, discovered in a forgotten drawer, depicted his uncle in a military uniform, arm-in-arm with a man. His uncle had always told stories of glorious combat, of comradeship forged in the fires of war. The photograph told a different story.

He was silent. He spent all his time alone, watching the world through the windows of his house, and only coming out when he was forced to. He couldn’t look the people in his life in the eye.

He stared at the photo, a sick feeling churning in his stomach. The words, the stories, the entire narrative of his uncle’s heroism – they all felt hollow now, tainted by a truth he couldn’t ignore.

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