He found his sculpture, "The Embrace," in the middle of a public park, a cheap, plastic imitation replacing the bronze original. A plaque bearing his name, but a different font, hung beneath it. A family posed for a photo in front of it, smiling.

He felt a hot flush creep up his neck, spreading to his cheeks. His fists clenched involuntarily. He knew the city council had rejected his proposal for a permanent installation, citing budget cuts. This… this was beyond insulting.

His jaw tightened. He wanted to dismantle the entire display, to carry the real statue and destroy it somewhere where no one could find it, where it could at least be safe. He kicked the base of the plastic replica, the flimsy material cracking under his boot. He turned and fled, leaving the smiles and the camera behind.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260