The sun was shining, but inside the doctor's office, everything felt bleak. Thomas glared at the doctor's blandly reassuring face. He'd been given the diagnosis last week. His life had just been turned upside down.

He shifted in his chair, feeling the familiar twinge in his hip. He didn't want to be here. He didn't want the pills, the restrictions, the appointments.

A young woman was sitting in the corner, obviously waiting for her own turn. She kept tapping her foot. Thomas was very close to telling her to stop.

She finally stood and spoke to the receptionist.

Thomas was ready to explode.

When she returned to the waiting area, she sat down next to him. "This really is, well, it's something, isn't it?" she said.

"It is," Thomas agreed.

"You… you got the diagnosis too?" she asked.

"Yes. It's ridiculous."

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