The lukewarm tea sloshed in his mug. He stared at it, the liquid mirroring his own inner turmoil. This was the fifth time, and he was getting tired of it. Sarah was *still* insisting that he was the one who had caused the fight during their camping trip.

"You were the one being so stubborn about the map," Sarah stated, not even looking up from her book. He could feel a knot forming in his stomach, a physical manifestation of his mounting frustration.

The memory was etched in his mind, sharp and clear. He’d simply stated his opinion, nothing more. He felt a wave of cold wash over him. His hands started to shake. He slammed his mug onto the table, the sound echoing in the room. He felt a sudden, almost overwhelming urge to just leave.

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