The dog's leash felt like a metal cable pulling at his arm. He could not believe that Emily was claiming *he* was the one who lost the dog. The dog hadn't even been in his care at the time!

"You were the one who offered to take him for a walk!" Emily said cheerfully, as though it were the most natural thing in the world. He felt an intense pressure building in his temples, a pressure that was making it difficult to breathe.

He remembered her practically begging him to watch the dog, promising to return immediately. He sighed, the air escaping his lungs with a rush. "I thought you were going to be back in an hour," he said quietly.

She simply smiled.

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