The old house creaked around her, the familiar sounds mocking the quiet turmoil within. Emily sat with her back straight, the contents of the box spread across the dining room table. Every drawing, every graded paper, every note from her teachers... it was all here.

She remembered her mother's constant nagging, the relentless pressure to excel. Now, the weight of those expectations settled on her shoulders once again. The air seemed to thicken, making it difficult to breathe. She wished she had never opened the box.

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