The car keys felt heavy in his hand. Mark slammed the door a little too hard. "You really think I was the one who lost the map?" he asked, his voice sharp. He didn't even understand how it was possible that she could have such a different recollection.

"Well, you were driving," Emily said, her tone light, almost mocking. "And you were the one who was complaining about having to stop every five minutes."

He pictured the map, clearly, folded neatly in the glove compartment. He remembered Emily grabbing it after their detour. A knot formed in his chest. His shoulders felt tight, and he could feel his pulse quickening. He gripped the keys tighter, wishing he could just *leave*.

"I was complaining because we were lost," he snapped.

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