The sun beat down on Emily’s back. The yard sale was buzzing with chatter and the clinking of coins. She was on autopilot, looking for something to fill the emptiness. Then, from the corner of her eye, she spotted him.

A wave of something like nausea washed over her. She blinked, the world momentarily blurring. Her hands began to tremble.

She wanted to run, to hide, to pretend she hadn't seen him. But she couldn't. She walked towards him, her steps unsteady. *How had he ended up here?* she wondered, the question a sharp, stinging pain. She knew what she had to do.

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