The discovery left Richard with a throbbing headache. His son, Alex, had a secret life online, one that completely contradicted the persona he projected to the world. It was a betrayal of trust, and the feeling was both raw and confusing. He felt a deep, twisting ache in his chest.

He found Alex in the garage, tinkering with his bike. He walked over and stood in front of him, blocking his view. “Alex,” he began, his voice raspy. "What is this?" He held up his phone, showing the profile.

Alex froze, his hands still. He stared at the screen, then at his father, his face paling. He opened his mouth to speak, but no sound came out. He looked away, fiddling with a wrench, the silence stretching between them.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256