The bus rattled and swayed, jostling Maya with every turn. She gripped the handrail, her knuckles white. The jostling sent a fresh wave of pain through her joints, making her wish she had taken the taxi. The entire journey was a trial of patience and a demonstration of the world's unrelenting lack of understanding.

A man, standing near the front, stumbled slightly as the bus lurched. He recovered quickly, but the fleeting look of discomfort on his face was clear.

She glared at him. She was already in a foul mood.

"Rough day?" he asked, as the bus slowed.

"You have any idea?" she snapped, the words out before she could stop them.

He looked at her, his expression shifting from mild curiosity to something more thoughtful. "Is it…?" he started, then stopped.

"The scans, yes," Maya said. "And the injections."

"Right," he said, and the rest of the journey was silent.

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