The support group meeting was about to begin. The thought of it made Charles’s jaw clench. He already knew all the problems, all the symptoms, all the anxieties. Talking about them for an hour with strangers felt like a punishment. A pointless, time-wasting punishment.

He was the last to arrive. He scanned the faces of the others. All of them looked tired, defeated.

A woman with fiery red hair caught his eye. She looked particularly restless, as if ready to flee.

She met his gaze and gave a small, almost imperceptible shake of her head. He could understand what she was feeling.

The facilitator began the introductory spiel. He zoned out.

Later, as they talked, she kept looking at him.

"So… anyone else get the news recently?" she asked, with a knowing look.

"You mean…?" Charles said, pausing.

"Yeah. The *thing*."

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