"Unbelievable," Elena hissed under her breath. She glared at the glossy magazine, the featured dessert, "Seraphina's Delight" looking nearly identical to her own meticulously crafted "Angel Kiss" cookies.

She was so flustered, her fingers were trembling as she turned the pages, each article a fresh insult. Her lips were pressed into a thin, tight line. Her jaw was clenched so hard she thought she'd crack a tooth.

Elena felt a heat rising in her chest, making her breath shallow. She tossed the magazine onto the table and stalked towards the window, staring out at the vibrant street below, her eyes devoid of any spark, filled with icy disdain.

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