The carefully arranged floral centerpiece on the dining table seemed to taunt her. Emily’s smile wavered. The news, delivered with a casual "Oh, by the way..." from her husband, had just landed in her lap. Apparently, the secret rendezvous, the carefully orchestrated surprise – all gone.

She pushed back from the table, the chair scraping loudly against the polished floor. The pleasant aroma of the chicken roasting in the oven, meant to celebrate the occasion, now felt cloying, nauseating.

“He *what*?” she asked, her voice dangerously calm, the control a fragile shield against the raging fire within. Her husband blinked, oblivious to the storm brewing in her eyes. She wanted to scream.

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