Liam unfolded the letter carefully. The handwriting was his mother's, the paper thin and yellowed. It was a draft resignation letter, addressed to his father's company. He read the stated reason, a vague mention of seeking "new horizons."

Liam froze. He'd always known their marriage was turbulent, but… this? It was like finding out your whole world was built on sand.

He felt a deep ache, a sense of having been cheated. He wanted to scream, to lash out. He slammed the letter down, causing the fragile paper to tremble. The room seemed to shrink around him.

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