The email arrived, a concise message from the editor: "Congratulations, Sarah! Your piece is a success." Except it wasn't. The byline read "Eliza Blackwood." Sarah felt a jolt of shock, followed by a slow, simmering anger. She clicked the link, her eyes scanning the familiar prose, the precise arguments, the carefully chosen words, now attributed to someone else.

She leaned back in her chair, the sudden stillness of the room amplifying the pounding in her chest. The walls seemed to close in, the air growing heavy. She took a few deep breaths, trying to regain control. The words on the screen blurred, then swam before her eyes.

Picking up her phone, she attempted to call the editor, but the numbers seemed to dance and elude her. The call went straight to voice mail. She hung up, defeated, the weight of the betrayal crushing her. She went to the bathroom and stared at herself in the mirror. The face looking back was pale, drawn, and utterly unfamiliar.

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