Her stomach churned as her mother prattled on about the wonderful qualities of her long-lost son. Clara was used to being the star of the family, the one who achieved everything she set her mind to. This new sibling felt like competition, an unwelcome intruder in her carefully curated life. She couldn’t bring herself to meet the man, but she did meticulously comb through his social media accounts. She found herself criticizing every post, every photo, every comment. It was a futile act, but it gave her a small measure of control.

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