The boarding gate agent's smile felt like a personal insult. "Another delay, sir." The woman's voice was bright, chirpy, and infuriating. John stared at her. His wedding was happening in a few hours. The vows, the first dance, the party - all without him. He felt as if he had been punched.

He ran his hand through his hair, which felt suddenly damp with sweat. He wanted to yell, to scream, but he forced himself to breathe. He grabbed his bag, and went back to his seat.

He re-read the wedding invitation in his hand, a reminder of what he was missing.

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