The news came through an anonymous letter, a typed message outlining the horrifying truth. The family before had disappeared, presumed murdered. The children’s room. The police had never found the bodies.

She stared at the wallpaper in her daughter's room, a cheerful print of cartoon animals. Suddenly, the patterns seemed menacing, the bright colors garish. She saw the children’s room, her daughter's future, as a hollow space.

A wave of helplessness washed over her. She tried to picture the previous family, their last moments. The thought was like a physical blow. Her mouth went dry. She could barely breathe. She wanted to scream.

She pulled her daughter away from her toys, holding her so tight that the child protested. She made a silent vow to protect her family, no matter what. Her gaze flickered to the window, the world outside suddenly hostile and dangerous.

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