He slammed his locker shut, the metallic clang echoing the emptiness in his chest. Liam had envisioned himself wearing the crimson jersey, running onto the field under the stadium lights. Football was his everything.

His teammates, giddy with excitement, filtered past, their cheers and congratulations a painful symphony. He offered a tight smile, the muscles in his face protesting the effort.

He wanted to scream, to lash out, to break something. Instead, he forced himself to walk, each step a lead weight, his shoulders slumped, toward the exit, the setting sun painting the sky with a mocking brilliance he couldn’t appreciate.

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