He glared at the blinking cursor on his phone screen. Years, decades even, of comfortable certainty suddenly felt… wrong. His DNA test results had come back. He was adopted. *Adopted*. His birth mother was listed as "Unknown". He felt like kicking something.

The coffee on the counter was lukewarm and bitter, an accurate reflection of his mood. He grabbed the remote and flicked through channels, but nothing held his attention. He tossed the remote onto the sofa with a thud.

The whole thing was ludicrous. He had always known his parents loved him. Now, he imagined he saw looks, whispers, and hidden glances in the memories of his childhood. He had to sit down. He felt a throbbing pulse in his temples.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224