The vibrant colors of the "Tropical Sunrise Smoothie" ad on the bus stop bench seemed to mock Maya. Her own, original "Paradise Punch" smoothie, which she'd perfected over years, had now been shamelessly copied and marketed to the masses.

She glared at the image of the smiling woman sipping the smoothie, a feeling of deep discontent washing over her. She knew the ingredient list, she knew the method. The copycat recipe was even being advertised with claims of being “healthier.”

Maya’s jaw tightened. She dug her nails into the straps of her bag, her knuckles turning white. Each passing second seemed to bring her closer to a boiling point. The thought of confronting the person who stole her recipe crossed her mind, but even that felt pointless.

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