The invitation sat on the kitchen counter, pristine and white, mocking her. A barbecue. A housewarming, really. The Millers next door. They were finally putting in the pool. She’d always wanted a pool. She picked up the card, her fingers tracing the embossed lettering, and then let it drop. The clatter of the ceramic tile underneath echoed strangely in the otherwise silent house.

He’d said he was "too busy." Too busy for her, for them. Now, there was time for a pool party, for neighbors who probably didn't even know her name. A sharp pain bloomed in her chest, constricting her breath. She went to the window and stared at the empty space between their houses.

The sun beat down, making the grass look parched. Soon, there’d be a fence. A beautiful, wooden fence, isolating her even more. She felt a familiar weight settle on her shoulders, making her want to just sink and disappear.

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