The plastic container, unearthed in the desert, felt like a cosmic joke. Daniel, a pragmatist through and through, examined the contents with a growing sense of irritation. He didn't believe in sentimentality or nostalgia.

Inside, a single, dried rose, a lottery ticket that had never been cashed, and a cassette tape labeled "My Greatest Hits." He felt a flush of heat in his cheeks.

His friend, Sarah, came over, curious. "What'd you find, Danny?" she asked, grinning. Daniel quickly shoved the container back into the hole, without a word. He began to shovel dirt over it.

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