The news arrived via a congratulatory email. But the congratulations felt… wrong. It was his story, his truth, now public property. The blood pounded in his ears. He scrolled through the website, his vision blurring. A cold dread washed over him. He felt as though someone had stolen something from him.

He slammed his laptop shut, the sound echoing in the silent apartment. He stood, pacing restlessly, unable to find comfort in his familiar surroundings. He clenched his fists, trying to contain the tumultuous emotions churning inside him. The air seemed thin, the room suffocating.

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