The dog, Buster, whined at the door, sensing his owner's distress. Michael ignored him. He sat motionless on the porch swing, the letter trembling in his hands. It was from his brother, Thomas, a man who'd vanished from his life without a word. The air felt heavy, stagnant.

The sun beat down on him, making him sweat. He felt trapped. He wanted to scream. He was filled with a sense of inadequacy.

He reread the words, the phrases like poisoned darts. His throat constricted, making it hard to swallow. The swing creaked rhythmically, a mocking soundtrack to his anguish.

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