A cold knot tightened in Leo's stomach as he stared at the screen. His revolutionary new air purifier, capable of removing even microscopic pollutants, was… a product already on the market. Under the name “PureAir Solutions.” He slammed his fist on the table, making the coffee cup jump. The patent application, the months of research, the sleepless nights fueled by caffeine and ambition – all for nothing. He'd been so sure, so convinced he was on the cusp of something extraordinary. Now, a feeling like ash coated the inside of his mouth. The audacity of it, the sheer coincidence. It was almost too much to take.

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