The microwave beeped, announcing the demise of her carefully chosen leftovers, a pathetic testament to her recent string of failed job interviews. *Leftovers?* She slammed the door shut, the plastic container rattling against the glass. It wasn’t the food; it was the *smell*. Her mother, bless her heart, had been experimenting with some sort of curried something, and the aroma hung thick in the air, a constant reminder of her own failure to launch.

She kicked the stray slipper across the linoleum, narrowly missing her mother’s meticulously arranged collection of ceramic cats. This was the guest room. Her guest room. The room she'd grown up in. The room that now held her dusty childhood teddy bear and a twin bed. The injustice of it all tightened her chest.

“Dinner’s ready, dear!” her mother chirped from the doorway. Her cheerfulness was a weapon. 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