Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She clutched the crumpled invitation, the glossy paper now soggy and limp. A cancellation notice. The words swam before her eyes. “Due to unforeseen circumstances…” The sentence trailed off, unfinished, just like her anticipation. She’d spent weeks agonizing over what to wear, a small, hopeful smile playing on her lips whenever she imagined the evening. Now, the thought of the dress hanging unworn in her closet felt like a personal affront. She kicked at the hem of her jeans.

Her phone buzzed, a cheerful notification sound that usually brought her joy, but now felt like a cruel mockery. A text from Sarah: “So sorry! Rain check?” Amelia slammed the phone onto the counter, the screen facing down. The apartment suddenly felt too large, the silence deafening. She wandered into the kitchen, aimlessly opening and closing cabinets, as if searching for a forgotten remedy. The leftover birthday cake from last year, still in the freezer, seemed to glare at her.

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