The discovery sent a sharp, unexpected jolt through her. It was as if someone had physically struck her. The carefully constructed image, the carefully chosen words, the laughter she had never heard – it was a painful revelation.

She walked to the window, the world outside blurred by unshed tears. The bright sunshine seemed to mock her.

Later, she found herself meticulously cleaning the house, scrubbing surfaces until they shone, a desperate attempt to regain some control over her fractured world.

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