“That’s… that’s mine,” the artist, Isla, breathed, staring at the photograph her sister showed her. Her sprawling, vibrant landscape, now emblazoned on a stranger’s back.

She felt a hollowness, a space where excitement and joy had lived. The world around her seemed to dim, the colors losing their vibrancy. Her fingers trembled as she scrolled through the comments, her vision blurring with unshed tears.

Later that night, she found herself curled up on the sofa, clutching a pillow. The silence of the apartment felt deafening. She felt alone, adrift, a feeling that intensified with every passing moment.

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