The rejection letter crumpled in her fist. Her knuckles were white. The air felt thick, difficult to breathe. This wasn’t fair. Chloe had poured her heart and soul into that application, crafting the perfect cover letter, spending hours perfecting her portfolio. And for what? Sarah, the social butterfly, had waltzed in and gotten the position.

Chloe threw the crumpled paper at the wall, where it fluttered to the ground, a white flag of surrender. She felt a profound and bitter disappointment. The room felt small, the walls closing in. She needed to escape.

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