Dust motes danced in the single shaft of sunlight slicing through the grimy windowpane. Leo ran a hand through his hair, the gesture failing to calm the tempest brewing inside him. He’d envisioned this house as a sanctuary, a place to escape the suffocating city. A place to start anew. Now, with the terms of the inheritance, his dreams lay shattered.

His sister, Clara, was downstairs, cooing over the antique china. He could practically hear her already planning to sell the place, piece by piece. He felt a throbbing ache in his temples, a physical manifestation of his simmering resentment. The house, his grandmother's legacy, now essentially Clara's.

He kicked a loose floorboard, the sound echoing in the silent room. He picked up a chipped teacup, his fingers tracing the delicate floral design. This house meant everything to him, the only real home he'd ever known. He felt like someone had snatched the rug out from under him.

"This is not happening," he muttered under his breath, his jaw tight.

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