The elevator doors opened, and David walked in, his face carefully composed. Inside, he encountered Alex, the new intern, whistling a cheerful tune. David's eyes narrowed. Just yesterday, he had overheard Alex bragging about his starting salary. The salary was significantly higher than his own.

David's hands instinctively clenched into fists. He watched the numbers above the door click upwards, each floor a ticking reminder of his own perceived injustice. The air in the elevator suddenly felt thin, suffocating.

When they arrived on David's floor, he brushed past Alex without a word, his smile strained and unnatural. He made his way to his cubicle, the open-plan office a landscape of perceived slights and resentments.

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