“Damn it all to hell,” Robert said, his voice a low growl. He was in the middle of a meeting, but the words slipped out before he could stop them. His knuckles were white against the polished conference table. His assistant, clearly flustered, looked away. The author’s blatant theft felt like a personal attack. He wanted to shout, to smash something, to make the world *understand*. He excused himself abruptly, needing air, needing anything to escape the suffocating feeling in his chest.

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