The phone felt heavy in his hand. Alex stared at the screen, the words from Sarah still ringing in his ears. It was a complete distortion of what had happened. He'd been the one to work tirelessly for the team project.

“You were practically MIA for the whole thing,” she’d texted. The nerve! He could feel his hands clenching into fists. It was as if she was trying to rewrite history.

His mouth felt dry. He looked up at the ceiling, trying to calm down. He remembered spending hours at the library, researching, writing, and proofreading. He could *smell* the stale coffee, and feel the familiar ache in his back from the long hours. He wanted to scream.

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