He wanted to scream. Michael gripped the edge of the table so hard his knuckles turned white. All that wasted time. All that effort. He'd poured his heart and soul into building this model. The project was his, and his alone. Now, staring at the competitor's website, he saw it: the identical design, the same core features, the same subtle flaws he'd painstakingly corrected.

His vision blurred slightly. He needed to be calm, but it was hard. He thought to get up and leave, to go outside and scream.

“They… they copied me.” His voice was barely a whisper. He felt a throbbing ache behind his temples.

He found himself pacing the room, the same path again and again. The blood was boiling in his veins. How dare they? How absolutely *dare* they?

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