He had been so proud of his screenplay, working on it meticulously for months. Now, the link, shared on a movie gossip site, had wrecked everything. His mother had sent the link. His ex-girlfriend had sent the link. The entire world, it seemed, was privy to his private thoughts, his dreams, his insecurities.

Mark sat frozen at his desk, his gaze fixed on the laptop screen. He read the comments below his journal entries – the snide remarks, the outright laughter. His stomach churned. He felt a deep, piercing pain.

He slowly rose from his chair, his legs heavy, and moved towards his window. He stared out, the city lights blurring through unshed tears, the noise of the world now an unbearable cacophony.

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