He paced the confines of his small apartment, the worn wooden floorboards groaning under his restless feet. The news had arrived like a sudden, unexpected downpour, leaving him soaked and shivering. He'd looked up to Julian Blackwood, studied his work, considered his perspective on life. Then, this.

He picked up a framed photograph of himself, the one he had taken after his first published story. He looked at it, then at the manuscript he had just finished writing, and the inspiration he once felt was now gone. The joy and excitement were completely replaced by a hollow emptiness.

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