"They have no right," Alex muttered, the words barely a whisper. She stared at the website, the garish design and flashing banner ads a stark contrast to the intimate words of her diary. She felt a burning sensation in her eyes, threatening to spill over.

Her fingers, usually nimble, felt clumsy as she navigated the page. The entries, once a comfort, now felt like a curse. The very air around her seemed to vibrate with a palpable sense of violation. She wanted to scream.

She pushed herself up from her chair and crossed the room. She began to pack a bag, a sense of urgency driving her. Anywhere was better than here, anywhere that didn't have the stench of betrayal.

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