The contents of the trunk had been meticulously preserved, as if holding a sacred secret. But the secret, a typed letter on company letterhead, was a brutal revelation. Michael stared at the document, the formal language jarring against the deep chasm of his emotions. The date at the top branded itself into his memory.

He had heard the stories of corporate betrayal, of unfair dismissal. His father was a victim of circumstance, of forces beyond his control, or so he thought. This letter, the simple declaration of an intent to leave, shattered the illusion.

Michael stood up suddenly, his chair scraping loudly against the floor. He paced the room, the anger thrumming through his veins like a live wire. He didn’t know how to process this new reality. He felt a desperate urge to confront the ghost of his father, to demand an explanation for this blatant lie.

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