The demolition crew’s truck was blocking his usual parking spot. He slammed the car door harder than necessary, the metallic clang echoing in the quiet street. He hated this, all of it. The way the sun glinted off the chrome of the monstrous machine, the casual chatter of the men as they prepared to bring down the only house he’d ever truly considered home. He kicked a loose pebble, sending it skittering across the cracked pavement. This was so unnecessary.

He pulled his phone out, his thumb twitching as he scrolled through his contacts. He wasn't going to call anyone. It was just an exercise in futility. He glanced up at the house, a pale yellow thing now, weathered and faded. It looked so fragile, a stark contrast to the hulking presence of the wrecking ball. He jammed the phone back into his pocket. He just wanted it to be over.

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