I couldn’t meet her gaze. My sister had just laid out the necklace, the one my mother always wore, sparkling under the harsh fluorescent lights of the kitchen. “It's just jewelry,” she said, matter-of-factly. “We can use the money.”

I wanted to scream, to protest, but the words wouldn’t come. Instead, a wave of nausea washed over me. I felt the familiar tightening in my chest, the familiar urge to disappear. I turned and fled into the garden, seeking solace in the scent of damp earth and the rustle of leaves, anything to escape the weight of that one, unbearable sentence.

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