Rain lashed against the window of the coffee shop, mirroring the storm brewing inside Amelia. She'd been nursing a lukewarm latte, meticulously sketching in her notebook, when *he* walked in. She knew that smirk anywhere.

He strolled right over, tugging up his sleeve with a flourish. There it was: her vibrant, swirling "Cosmic Dust" inked onto his forearm. The man grinned, flashing teeth that seemed too white. Amelia's hand tightened around her pen. A pulse hammered in her temple.

"You wouldn't believe how many compliments I get," he said, his voice grating on Amelia's ears. "It's, like, a conversation starter, you know?" She wanted to scream. Instead, she stared at the droplets of rain tracing patterns down the glass, silently willing them to wash her away.

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