The elevator doors opened onto the oncology ward, and David felt a fresh wave of irritation wash over him. The smell of antiseptic, the hushed tones of the nurses, the general atmosphere of quiet desperation – he hated it all. He just wanted to be somewhere, anywhere, else.

He was waiting for a bone scan. He found the fact that he needed this scan utterly irritating.

A woman in a wheelchair, with a weary expression, was also heading for the scanning room. She had the same slow, deliberate gait. She also looked very unhappy.

"Long day," she said, her voice raspy.

“You have any idea how long this is going to take?” David asked. His jaw tightened.

She shook her head. "No. But I've been waiting for ages."

"Great."

“You wouldn’t happen to be waiting for the... the scans, would you?” she asked.

David sighed, the sound echoing in the sterile hallway. "Sadly, yes."

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