The relentless sun beat down on Liam as he stared at the broken fence and the shattered remains of his vegetable garden. The fallen willow, a weeping giant belonging to Mr. Abernathy next door, had carved a swathe of destruction through his carefully cultivated plot.

He’d poured his heart into that garden. He was looking forward to the harvest, anticipating the first ripe tomatoes, the sweet corn, the fragrant basil. He had pictured himself enjoying the fruits of his labor. Now, everything was ruined. He felt a wave of nausea, his stomach churning.

Mr. Abernathy, his face creased with genuine worry, tried to offer condolences. Liam just shook his head, unable to speak. His throat felt constricted. He felt suddenly drained.

The only sound was the rustle of leaves, a mocking whisper in the aftermath. He turned and quietly walked back inside, away from the scene. He slumped down on his bed and stared at the ceiling.

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