The news arrived just as Isabella was getting ready to celebrate. Her acceptance to the program she had always dreamed of was followed by an email. A short email. The scholarship, the very thing that made it all possible, was not for her. A mix-up. A cruel accident of fate.

Her carefully constructed plans dissolved in the face of this unforeseen obstacle. She let the news sink in. The vibrant colors of her room seemed to dim. She felt an overwhelming sense of fatigue, the energy that usually propelled her through the day completely gone.

She sat on her bed, her hands in her lap, her usually expressive face a mask of stillness. The celebration she had been anticipating was now impossible to imagine.

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