The banner in the park – "Join Mark for a Carnival Extravaganza!" – hit Leo like a physical blow. His own birthday celebration, a low-key gathering at a local pub, now felt drab and insignificant.

He clenched his fists, feeling a hot flush creep up his neck. He’d assumed Mark, his friend of many years, would be at his party. He'd even bought Mark a thoughtful gift. Now, Mark, he realized, was throwing a public event, bigger and bolder than anything Leo could have imagined.

Leo started cancelling his plans with Mark, making excuses about "prior commitments." On the day of his own birthday, he found himself staring out the window, watching the crowds gather for the carnival, a bitter taste in his mouth.

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