The flickering screen illuminated Sarah’s face as she scrolled through the fake profile. Her daughter, Maya, laughing and carefree, posed with friends, attended parties, and lived a life Sarah knew nothing about. A coldness spread through her chest, making it hard to breathe.

She slammed the laptop shut, the metallic clang echoing in the silent house. The roast chicken, forgotten in the oven, was surely burning. Dinner, she realized, wouldn't be eaten.

Later, she found herself staring at Maya, who was happily chatting on the phone, oblivious to the turmoil brewing in her mother's heart. "Just making sure you’re doing your homework," Sarah croaked, her voice tight. Maya just gave a brief "Yup!" and continued her conversation.

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