He ripped the rejection letter in half, then in half again, and again, until it was a pile of tiny pieces on his desk. He stared at the mess, a twisted smile playing on his lips. This was the end. His dream, shattered.

He swiveled around in his chair, facing the window. The cityscape, usually a source of inspiration, seemed to sneer at him. The endless movement, the bustling lives, all a stark contrast to his own stagnation. He wanted to shout, to scream, to lash out.

He ran a hand through his hair, dislodging a pen he had tucked behind his ear. It clattered to the floor. He didn't bother to pick it up. He just sank back in his chair, the silence amplifying the thrumming in his ears.

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