David paced his apartment, the DNA results crumpled in his fist. Every family story, every shared joke, every Christmas morning felt tainted. He felt a profound sense of displacement. The carefully constructed narrative of his life was fractured. The walls of his apartment seemed to press in on him, the familiar furniture mocking him.

His adoptive mother, Sarah, called, her voice cheerful. He could barely bring himself to answer. He texted back a terse “Busy.” He thought of the decades of love, the unspoken expectations, the subtle shaping of his character. It felt like a betrayal.

He threw the results into the trash, then retrieved them, smoothing out the paper. He reread the names of his biological family, unfamiliar, strangers. He considered calling his mother back, but the idea caused his stomach to churn. He felt like an imposter.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203