"Oh, come on, Mom," Maya groaned, flinging the invitation across the coffee table. Her mother's eyes, full of anticipation, dimmed. She'd been so excited. Maya had known this would happen.

The carefully curated image of her, "Successful Attorney" (the words mocked her), plastered on the front of the flyer felt like a punch. She hadn't even passed the bar yet. Her stomach twisted, a familiar knot. It was a lie, all of it.

She stalked into the kitchen, grabbing a bag of chips and then collapsing onto a kitchen chair. She couldn’t face the judgment, the pity, the relentless comparisons. The reunion was a mirror, and she didn't like what she saw.

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