The vibrant colors of the art gallery blurred as Chloe focused on the scene before her. The man, Mark, whom she'd been dating for a month, was gazing intently at a woman with flowing dark hair. The woman was gazing back at him with a similar look, and, with a jolt, Chloe realized that the man was showing her a piece of jewelry that looked suspiciously like a gift she had given him last week.

Chloe’s vision tunneled. Her hands felt numb. She wanted to scream at the top of her lungs, to make them both disappear. She took a step forward, then another, the polite gallery crowd becoming a sea of indistinct faces.

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