The invitation to the temple arrived on pristine, cream-colored stationery. Her son, Michael, was converting to Judaism. She couldn't read the script without squinting, the words swimming before her eyes.

She had always imagined her son's future in a way that included her traditions, the familiar rituals, the comfort of their shared heritage. Now, it felt like the ground beneath her feet was shifting. The letter slipped from her grasp and landed on the polished wood floor.

She closed her eyes, fighting back the sting of unshed tears. When she opened them, her gaze fell upon the picture of Michael, smiling and carefree, from his tenth birthday. A wave of regret washed over her, a deep and aching sadness.

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