The paper crackled as she unfolded it. "Go skydiving," it declared. "Learn to speak Italian." The gall of it. He had never even mentioned any of these things. He had just wanted to spend his life with her. Or so she had thought.

She stalked into the living room, the list clutched tightly in her hand. The television blared, and he was sprawled on the couch, lost in a football game. She felt a heat rise in her cheeks.

"Anything interesting on?" he asked, not looking up.

"No," she said, her voice tight. She tossed the paper onto the coffee table. She needed some air.

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