The sunset painted the sky in fiery hues, a beauty entirely lost on Chloe. She gripped the steering wheel so tightly her knuckles were white. The project presentation was tomorrow. She’d envisioned herself, the star, the innovator. But then she’d received the email. And now, she felt a burning sensation in her stomach.

She had to meet him at the cafe. She parked the car, and took a deep, shaky breath before getting out. The air felt thick. He was already there, hunched over his laptop.

“Well,” she said, her voice sharp as she approached, “this is a coincidence.”

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