The vibrant, colorful graphics of the online portal seemed to mock her. She’d clicked the “View Results” button with casual enthusiasm a few days ago, not expecting this seismic shift. Her adoption results were in. The pleasant music that had greeted her earlier now grated on her nerves.

She spun around in her chair, the wheels squeaking loudly against the hardwood floor. The walls of her office seemed to be closing in on her. The screen was still on, but now the pictures and the statistics felt very, very wrong. She needed to get out.

"This is just great," she murmured, a tight smile playing on her lips. She abruptly stood up and began clearing off her desk.

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