The waiting room smelled faintly of lavender and disappointment. A stack of well-worn magazines sat on a low table, each promising solutions to problems she didn't realize she had. Sarah tapped her foot, a steady rhythm against the polished floor. It was a nervous habit, usually. Today, it was a deliberate act of… something.

Her appointment was in five minutes. With *him*. Mark. The same Mark who used to trip her in the school hallway, steal her lunch money, and call her names she'd tried, and failed, to forget. Now, he was Dr. Mark Henderson, PhD, and she was seeking… help. The irony practically choked her.

The door to the office opened. Mark, looking impossibly calm and… professional, greeted her with a smile that felt more patronizing than friendly. "Sarah," he said, his voice smooth and practiced. "Come on in." She had to bite back the urge to roll her eyes.

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