The carefully arranged floral centerpiece felt like a betrayal. Eleanor had poured her heart into the preparations. The caterers were booked, the guest list finalized, the venue secured. And now? A curt text message explaining it was all off. Her smile vanished, replaced by a stiff, wooden expression.

She picked up a delicate porcelain teacup, examining its intricate pattern with an intensity that belied the turmoil within. She suddenly slammed it back down on the table, the sharp clang a punctuation mark to her unspoken frustration. Her chest felt heavy, as if weighed down by invisible stones.

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