He hadn't been back in twenty years. Not since the argument with his father, the one that split his family. Now, here he was, staring at the empty lot where his childhood home once stood. The lot was still fenced off. The developers hadn’t even started to build yet. He didn't know what he expected.

He had imagined it would still be there, crumbling but standing, a testament to his past. He had prepared himself for the wreckage, for the ghosts. But this… this emptiness felt worse. As if the last vestige of his family had been wiped from the face of the Earth.

He saw a familiar face, a woman he vaguely recognized, standing on the other side of the fence. "They're gone, you know," she said, her voice quiet. "They don't care." He stared at her, his throat tight. He looked back at the empty lot. He wanted to say something, anything. But the words caught in his throat. He just turned and walked away.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217