"I just can't, Sophie," Emily had said, her voice bright and apologetic. She couldn't attend Sophie’s intimate book club meeting. She had another event to go to, her friend Jessica’s escape room challenge. Sophie had been looking forward to sharing her new favorite novel with her closest friends.

Now, she sat alone on her sofa, the book resting unread in her lap. A weight pressed down on her shoulders. Her initial excitement about the book club had evaporated, replaced by a pervasive sense of loneliness.

She traced the cover of the book with her finger, the words blurring before her eyes. The quiet of her apartment felt oppressive, the silence amplifying the absence of her friends. She felt a wave of fatigue, and closed her eyes.

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