Lila stared at the screen, her heart hammering against her ribs. Mr. Johnson, her chemistry teacher, was now following her on Pinterest. She had always tried to appear smart, organized, the model student, but this made her feel... foolish.

The meticulousness with which she designed her profile suddenly felt embarrassing. She considered deleting everything, starting over, but felt too exhausted to do anything. She closed her laptop, the glow of the screen reflecting in her widened eyes, feeling a sense of dread for what the next day would bring.

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