Maya stared at the text message on her phone, her fingers trembling slightly as she re-read the words. โ€œParty cancelled. Sorry.โ€ The words were so blunt, so devoid of emotion. Her vision blurred, and she blinked rapidly, willing the stinging sensation in her eyes to subside. She had spent weeks anticipating the gathering, the shared joy of friends and family. It was to be her first time celebrating a milestone in a long time.

She stood frozen in the middle of her living room, a place she usually found comfort in, but now felt like a cage. The carefully arranged floral centerpiece on the coffee table suddenly seemed ostentatious, a cruel reminder of what would not be. The silence in the apartment was deafening, the absence of voices a palpable presence. She sank onto the sofa, the plush cushions offering no solace.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244