The attic was cold, the air thick with dust and the scent of decay. "Visit the pyramids." David's lip curled, a movement born of a deep wellspring of resentment. His grandfather, a man who always seemed so grounded, had dreamt of such an adventure.

He ran his fingers over the worn pages, each word a betrayal of a reality he had assumed he understood. He stumbled, then steadied himself against a trunk, his legs feeling weak. He realized that a sense of bewilderment washed over him. He felt hollowed out.

He felt the sting of tears prick his eyes. He had known him, hadn't he? He should have. He let himself fall onto a dusty chair, the world tilted and unstable.

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