He’d always known his sister, Emily, was different. Artistic, free-spirited, she had always danced to the beat of her own drum. But this… this felt like a betrayal. Mark clenched his jaw, the muscles in his neck protesting. The news, delivered with such joyous pronouncements by Emily, had settled in his gut like a stone. He excused himself from the family brunch, unable to meet their well-wishing gazes. The sun seemed to bore down on him with a merciless intensity as he walked home. He found himself avoiding his parents, his phone, his email. He felt adrift, a small boat tossed on a vast, unfamiliar sea.

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