The vibrant, online facade that was his son's secret life left him speechless. It was as if a stranger had moved into his house. A wave of bitterness washed over him, a feeling he wasn’t accustomed to.

He felt a sudden need to leave the house, the walls suddenly closing in. He grabbed his coat and keys, the cold air hitting his face as he stepped outside.

Later, he drove for hours, the headlights cutting through the darkness. The city lights blurred into streaks of colour, a distraction from the turmoil inside.

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