He stared out the window, the grey sky mirroring his mood. This… this was beyond a joke. Forcing him to mentor this kid felt like a deliberate act of sabotage. He'd poured his heart and soul into this job for ten years, and now he was supposed to make it easy for someone else.

"Okay," he said through gritted teeth, turning away from the window. "Let's start with the basics." The new recruit blinked at him, looking slightly intimidated. That was a start.

He launched into a complicated explanation of the company’s internal reporting system, rattling off acronyms and jargon, hoping to bamboozle the other person. His patience was wearing thin. He crossed his arms, the action a clear signal of his disinterest.

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