He stared at the television, the screen reflecting his own enraged face. The reality show judge had just praised the contestant's rendition of "Burning Bridges." The song he'd written, poured blood, sweat, and tears into. It was unadulterated garbage, a hollow imitation devoid of feeling or understanding.

He lunged for the remote, switching off the television with a violent click. His heart hammered in his chest. His breath came in ragged gasps. He wanted to tear the television from its stand, smash it to pieces. He wanted to confront the judge, the contestant, anyone involved in this travesty.

He walked over to his piano and sat down, his hands trembling as he touched the keys. He tried to start the song, but the memory of the television's version interfered with his ability to play it.

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