The email notification on David's phone was the tipping point. "The Cozy Corner Cafe - Closing Soon." His hands clenched into fists, the knuckles turning white. He’d relied on that cafe. His morning coffee, the friendly banter with the barista, the quiet corner table he always sat at. It was his sanctuary.

He deleted the email with a swipe, the screen’s smoothness mocking him. He slammed his phone on the desk, the impact echoing in the otherwise silent office. He hated this.

He stood up abruptly, pulling at the knot of his tie. He needed a walk. Fresh air. And maybe, just maybe, a different coffee shop. But it wouldn't be the same.

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