“Unbelievable,” Michael muttered, pacing his cramped office. He ran a hand through his already disheveled hair, tugging at a particularly stubborn strand. The email, with its attached PDF, sat open on his monitor. It detailed the alleged plagiarism of his short story by the renowned fantasy author, Elara Thorne. His chest tightened. He glanced at the framed signed photograph of Thorne on his desk, then flung himself into his chair. He hated that photo now. He leaned back, the flimsy chair squeaking in protest, and stared at the ceiling, trying to regain some semblance of calm.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224