It was a chance glance at the laptop screen that revealed the truth. Sam caught a glimpse of the words, "Chapter 12: Betrayal." He knew those words well. He also knew he shouldn’t have looked. He found that the story was about their life, but from her perspective. The protagonist, a man named Sam, was a liar and a cheat.

He felt the blood rush to his face, making his cheeks burn. He closed the laptop quickly and sat back. He watched his partner, Emily, as she moved around the kitchen, her movements graceful and unhurried. He wanted to scream.

He made himself a cup of coffee. The warm liquid did nothing to thaw the iciness that had settled in his limbs. He didn't say a word. He went to bed early, pretending to be asleep when she came in.

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