The symphony of destruction had been going on for hours, and the tremor in Ben’s left eye had worsened. He squeezed his eyes shut, trying to find some semblance of calm. The constant vibration seemed to be infiltrating every aspect of his life.

He'd planned a quiet evening, a chance to work on his art. The canvas sat untouched, a stark white testament to his frustration. The noise was not merely loud; it felt personal.

He pictured his neighbor, Mrs. Carter, cheerfully demolishing her deck. He imagined the debris, the mess, the utter disregard for anyone else. He slammed his fist on the table, scattering his pencils. He needed to get out.

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