"Did you see what Mrs. Davis did?" Chloe's voice was sharp, a little too loud in the quiet library. Across the table, Sarah simply shook her head. They were supposed to be studying for the upcoming biology test, but Chloe was too agitated to focus. The teacher, who Chloe had always admired, had started following her on Instagram.

Chloe picked at the corner of her textbook, the edges of the pages suddenly blurry. Every post, every story sheโ€™d shared now felt tainted, viewed through a different lens. Her stomach churned. She felt as though a sacred boundary had been crossed, leaving her feeling unsettled.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244