The press release announcing the “AutoSpoon 3000” – a self-stirring spoon – hit Mark like a physical blow. He crumpled the paper, the crisp edges biting into his palms. He’d meticulously crafted the prototype in his garage, dreaming of simplifying everyday life for millions. Now, some faceless corporation had beaten him to the punch, selling his idea. He paced his kitchen, the rhythmic thud of his steps echoing the turmoil within. Fury simmered, a heat he couldn’t seem to dissipate. He pictured the sleek advertisements, the smiling faces, the product that was rightfully *his*.

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