The aroma of freshly baked cookies filled the kitchen, a stark contrast to the emptiness in Anya’s heart. Her friend, Isabella, was celebrating her birthday with a glitzy karaoke night. Anya’s baking and board game night seemed insignificant in comparison.

She had spent all morning preparing her favorite cookies, hoping to share them with her friends. She had even bought a new board game. Now, the cookies seemed dry, the game boxes a dull, lifeless collection.

She slammed the oven door shut. The action felt strangely satisfying, a release of the building frustration. She leaned against the counter, suddenly exhausted. She couldn't shake the image of Isabella laughing, surrounded by friends, across town.

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