The rejection letter crackled in Amelia’s hand as she read it. It was a cold, formal statement about prior art. Her self-heating coffee mug was already patented. She crumpled the paper, her fingers trembling. The hours she'd spent sketching, prototyping, experimenting with different heating elements, all seemed to vanish in thin air. She stood, walking over to the sink and staring out the window, at nothing in particular. She was sure of her idea, and the realization she was just late to the party gnawed at her. She felt drained, as though the air had been sucked out of the room.

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