The sound of the helicopter landing on the rooftop parking lot made David’s teeth ache. He shoved his hands into his pockets and felt the familiar sting of resentment. He had been meticulously planning his grocery shopping for the week, calculating every cent.

He'd been eyeing a slightly used, yet reliable, vehicle for months. Mr. Gable, their ridiculously well-dressed neighbor, on the other hand, just landed his personal helicopter. Again.

He gripped his keys tightly, knuckles white. The city skyline, usually a source of inspiration, seemed to mock him with its towers of wealth. "Unbelievable," he muttered, the word a bitter whisper.

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