The aroma of freshly baked cupcakes, intended for the guests, now filled the kitchen, a bittersweet perfume. The email notification sat unopened in her inbox, taunting. She didn’t even want to look, she knew what it would say. She'd been so excited to see everyone. She’d spent the last week baking, shopping, and meticulously planning every detail of the surprise party. All that preparation, all that anticipation, vanished in a single sentence.

She stared at the cupcakes on the cooling rack, the frosting still swirling on top. Each one felt like a small, exquisite testament to the celebration that would never be. A sharp pain bloomed in her temple, a headache that wouldn't go away. She wanted to scream, to smash something, but instead, she quietly turned off the oven, the silence of the kitchen amplifying the ache.

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