Mark found the letter hidden in a book of poetry. The author was his sister, who died a year ago. It was a letter never sent to their father, who had always been a distant figure in their lives. The letter, penned in elegant cursive, detailed the deep hurt the father caused the writer, the emotional neglect that characterized her childhood.

The words, so carefully chosen, felt like a betrayal. He had always believed his sister loved their father, but this letter shattered that belief. He felt a pressure in his chest, a sensation of being utterly alone. The words were a knife twisting in a wound he hadn’t known he possessed. He looked at the window to escape the room.

He walked to his father's house. It was a long journey. The drive felt endless. He could only imagine what his sister endured. He would never be able to look at his father the same way again. The letter had stripped away the illusions of family.

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