He tapped his foot, the sound a frantic rhythm against the hardwood floor. Mark stared at the phone, his face a mask of simmering disapproval. So, this was how it was? His son, David, the quiet, studious one, had been secretly posting edgy poetry under a pseudonym.

He felt a tightness in his chest. He re-read the latest post, a dark and brooding verse about disillusionment. He ran a hand through his hair, the gesture more aggressive than comforting. He didn't understand. He just didn't get it.

The phone slipped from his grasp, landing with a soft thud on the sofa. He picked it up and flung it down on the table. The need to shout, to yell at David, was bubbling up inside him. He forced himself to take a deep breath, trying to calm the turmoil.

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