Mark watched the tree service hacking at the remnants of what was once a towering poplar. The wind had ripped it from its roots, sending it crashing onto his side yard. It was a shared boundary tree, technically, though it leaned heavily into his property. He had always disliked the tree; its shadow had cast a darkness over his lawn all day.

His neighbor, Mr. Harrison, was a cheerful man, always offering a wave and a smile. Now, he stood there looking crestfallen, muttering about insurance and the cost of the cleanup. Mark found himself inexplicably irritated by the man's apologetic tone.

He tried to suppress a surge of impatience, a sudden and profound weariness that had nothing to do with the physical labor ahead. It was a complicated mess, filled with legal wrangling and who was responsible. He needed a moment to himself.

He turned his back on the mess and walked away, not saying a word, disappearing into his house.

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