He stared at the password-protected blog, a digital fortress his son had erected to keep him out. He was sitting at the computer, the keyboard untouched, the cursor blinking, mocking. He felt a tightening in his jaw, a muscle spasm he couldn’t seem to control. His son, Alex, had always been so open, so communicative.

The blog’s title was "The Real Me." He scoffed. What did that even mean? He felt a rising heat in his chest, a frustration that was becoming difficult to contain. He reached for the mouse, then hesitated. He took a deep breath.

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