The laughter of her children grated on her ears. Olivia closed the laptop, the screen reflecting her own stunned expression. Her whole world, carefully constructed over decades, suddenly felt fragile, like a house of cards ready to collapse.

She walked out into the backyard, where her children were playing. She watched them, their faces unfamiliar, their laughter alien. She felt a profound sense of isolation, a chasm separating her from the people she loved.

The sun beat down on her, but she felt a chill. She sat down on the grass, the blades cool against her skin, and looked out over the world, utterly alone.

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