The scent of stale coffee hung heavy in the air as his sister, Claire, laid out the reasons for selling the family silver. The light glinted off the polished surfaces, highlighting every scratch, every imperfection. A knot formed in his stomach.

She was rattling on about “financial prudence” and “market value.” He watched her, his expression a tight, controlled mask. He felt an intense desire to escape, to be anywhere but there. His fingers drummed restlessly on the table.

He interrupted her, his voice clipped and sharp. "I don't care," he said, abruptly standing. The chair screeched against the floorboards. He felt a sudden, almost violent, surge of energy. He needed to get out.

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