The elevator ride felt interminable. Each floor ticked by, each chime ratcheting up a feeling of... something. It was building. Building like a storm. Amy ran her hand over her jeans, smoothing them. It was a useless action.

She stepped out and found the suite. The door was a bland, neutral color. Dr. Peter something-or-other, the sign read. She took a deep breath, trying to slow her rapid heartbeat. That name, Peter, was the same as the boy who had once tormented her.

The receptionist smiled, a practiced expression. "He'll be with you shortly," she said. The waiting room was filled with hushed tones and a thick silence that grated on her nerves. She just wanted to leave.

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