It was the Instagram post that did it. The photo, the caption, the heart emojis. Her intricately detailed portrait, now etched onto a stranger's shoulder. A knot formed in her stomach. Her fingers trembled as she zoomed in, studying the copy. It was accurate. Too accurate.

She felt a sudden urge to erase the image, to wipe it from existence. She closed her eyes, trying to calm the storm within. This was her soul, her craft, now reduced to a piece of body art. She felt a deep, throbbing ache in her chest. She needed to breathe, to step away from the digital world and find some semblance of peace.

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