The wind howled outside, mirroring the storm brewing inside her. Anya, eyes bloodshot, stared at the collection. She never knew her mother was so concerned. There were so many assignments, spanning from the early years to the brink of adulthood. Even a few pages of a diary she'd scribbled in, detailing teenage anxieties.

She balled her hands into fists, her knuckles turning white. The words on the page blurred. She'd tried so hard to be perfect. Why did she feel so inadequate? The world spun for a moment. She felt the tears welling up, and forced herself to swallow them. The air around her felt stifling.

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