"Seriously?" Maya muttered to herself, staring at the email. Her essay, "Confessions of a Cinnamon Roll Addict," was featured on the college’s website. She felt a slow burn start in her stomach, like indigestion. A wave of regret washed over her. She imagined future dates, awkward introductions, and the inevitable moment when her essay would be discovered.

She threw her phone onto the couch, the impact a loud thud. The sudden silence in her apartment was deafening. She wanted to scream, to lash out, to somehow erase the words from existence. She went to the kitchen and made herself a cup of tea, the clinking of the mug against the counter a distraction from the turmoil inside.

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