It was supposed to be a joyous day. Amelia had just finished a difficult exam, and the scholarship news was the perfect reward. The email, however, was a bomb, detonating her hopes. The scholarship was misallocated. She wasn’t the intended recipient.

She felt a sharp, stabbing sensation in her chest, a physical manifestation of the blow. The campus, usually a source of inspiration and excitement, suddenly felt hostile, its vibrant energy now something she couldn't share. She felt exposed, vulnerable.

She walked, not knowing where she was going, the bustling student life around her a painful reminder of what she might lose. The weight of her circumstances had her wanting to crawl into a hole.

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