The party was a parade of false smiles and forced pleasantries. She observed her parents, bathed in the glow of approval, and felt a familiar tightness in her chest. Their professional success had always taken precedence, overshadowing everything else. Now, here she was, expected to celebrate what felt like a personal loss.

She approached the microphone, her legs feeling unsteady. The speech felt like a performance, a charade designed to mask the complex, conflicting emotions swirling inside her. The well-rehearsed words felt hollow and inadequate.

She managed to finish, the applause ringing in her ears like a mocking echo. As she returned to her table, she wrapped her arms around herself, trying to find some semblance of comfort. The party continued, but she was already gone, lost in her own internal world.

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