“This is a joke, right?” Liam muttered, his voice hoarse. His eyes darted around the crowded gate, seeking an escape, any kind of escape from his current reality. His sister’s play was tonight, and he was supposed to be there, cheering her on.

He pushed a stray strand of hair from his forehead, his knuckles white as he clenched his fists. He kept replaying the scene in his head: the excited phone call, the promise to be there, the importance of this night to his sister.

He slumped back in his chair, the plastic biting into his skin. His stomach twisted into a painful knot. He felt a dull, persistent throbbing in his chest, a feeling of being utterly, completely betrayed by fate.

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