The tap, tap, tap of the keyboard seemed amplified in the quiet office. Maya stared at the document on her screen, each word a reminder of the lies. Jason’s elaborate tales of his career as a freelance journalist were now revealed as elaborate fabrications. He worked as a cashier at a grocery store. She had believed him, supported him, offered him encouragement. She felt a cold sensation in her stomach. She slammed the laptop shut, the abrupt sound echoing in the empty space. She pushed away from her desk, the sudden movement causing her chair to scrape against the floor. She needed some air.

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