The phone wouldn't stop ringing. Liam ignored it, but the incessant chirping continued to burrow into his brain. He was trying to concentrate on his new project, to find some semblance of calm. The noise only heightened his tension.

He'd just seen it – the Instagram post. Someone had taken his intricately rendered depiction of a phoenix and slapped it on their entire back. It was a mockery. A defilement. He threw his phone across the room.

He wanted to rip something, to obliterate the source of this frustration, this creeping sense of betrayal. He slumped in his chair, feeling utterly deflated.

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