The notification buzzed on David's phone. A coldness spread through him as he read the email. His self-stirring coffee cup. Someone else's. He stared at the screen, the words mocking him.

He flung his phone across the room. It hit the wall with a dull thud. He winced, then instantly regretted the impulsive act. His hands clenched, and he felt a knot tightening in his stomach.

He paced the length of his cramped studio apartment, his frustration manifesting in nervous energy. He ran his fingers through his hair, tugging at it. The unfairness of it all, the sheer improbability that another person had arrived at the exact same conclusion, at the exact same time, was infuriating.

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