The coach's voice, usually a booming command, now sounded like a mosquito buzzing in his ear. "From now on, you're the libero, Liam." Liam's fingers twitched. He’d dedicated his life to being a setter. He orchestrated the plays, the quarterback of the court.

He felt a sudden rush of heat crawl up his neck. He wanted to argue, to demand an explanation, but the words wouldn't form. His throat felt constricted.

He kicked the ball bag, a dull thud echoing in the gym. The fluorescent lights seemed to dim, the cheers of his teammates suddenly distant and muffled.

He closed his eyes, picturing the familiar trajectory of the sets he had perfected over countless practices. The thought of switching… felt like betrayal.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205