The news report played on the television, showcasing the sleek, futuristic prototype. The narrator described its innovative features, the very features he had designed. A wave of bitterness washed over him, a cold tide threatening to drown him. He felt as if something valuable had been snatched from his grasp.

He switched the channel, then switched again, seeking escape, but the feeling remained, a persistent ache. He threw the remote at the TV, missing the screen by a hair's breadth.

He slumped onto the sofa, the silence of his apartment amplifying the internal chaos. He felt utterly depleted, the fight seemingly gone from him. The unfairness of it all hung heavy in the air.

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