He’d always felt like an outsider, a square peg in a round hole. Now, the DNA results explained everything. Liam slammed the door to his childhood bedroom, the sound a frustrated release. His parents, the people he'd called Mom and Dad his entire life, weren’t his parents at all.

His hands trembled as he reread the email, the words blurring. He paced his room, the linoleum cold beneath his bare feet. The walls, once a comfort, now felt like they were closing in. He stared at a faded photograph on his desk, a picture of him with his parents, their smiles now seeming…false.

He grabbed his worn leather jacket, the familiar weight a small comfort, and stormed out, needing to be far away, needing to be anywhere.

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