Rain lashed against the windows as Michael glared at the package. "Susan Miller," the address read, a name that tasted like ash in his mouth. Susan had been a free spirit, a whirlwind of color and chaotic energy, the antithesis of Michael's meticulously organized life. He’d spent a fortune remodeling the kitchen, banishing all traces of her.

He held the box aloft, considering. Throwing it in the trash felt too easy. He thought about leaving it on the porch in the rain. Then, he stalked over to the kitchen island, a granite monolith he'd painstakingly chosen, and slammed the box down.

The bubble wrap popped under his furious touch as he yanked open the flaps. A collection of brightly colored, hand-painted mugs stared back at him. He let out a harsh, disbelieving laugh, the sound hollow in the vast, empty space. He couldn't help but notice the irony.

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