The email notification popped up on her phone: "Final Presentation – Project Chimera." Sarah almost dropped her phone. *Chimera*. That was her name for it. She'd been working on the experimental fusion reactor for almost a year. The secrecy. The clandestine meetings. The sleepless nights. Her heart hammered in her chest, a frantic drumbeat against her ribs.

She marched down the corridor, feeling a mounting pressure in her head. The door to the lab was closed, but the muffled voices were audible. When she threw open the door, the team fell silent. Her breath hitched. The screen displayed her blueprints, her calculations, the very essence of her work.

“What… is this?” she said, the words catching in her throat. Her hands were shaking. She felt as though someone had stolen a part of her.
The lead researcher blinked, a look of blank surprise on his face.

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