The will was read, and Amelia’s world seemed to crumble. The family's beach house, their childhood sanctuary, had been bequeathed to her brother, Daniel. She, received a box of old photographs. A bitter taste coated her tongue. The images of them playing on the sand, carefree, mocking her now.

She stood frozen on the porch, the ocean breeze doing nothing to cool her flushed cheeks. Daniel was already on the phone, arranging renovations. She crossed her arms, a shield against the world. She bit her lip and focused her gaze on the horizon. The relentless waves seemed to crash in her chest.

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