The phone vibrated again, the incessant buzzing a digital torment. He ignored it. He was supposed to have a final practice session with Coach Miller this morning, preparing for the regional championships. Instead, he’d received a brief email: "Moving on. Good luck." He threw the phone across the room, it slamming against the wall. He wanted to scream. All that training, all that sacrifice, and this was the end? He started pacing the length of his small room, his footsteps heavy and restless.

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