"He's *what*?" Mark's voice cracked, and he instantly regretted the outburst. The receptionist, a woman he'd known for years, blinked in surprise. He took a deep breath, forcing a calmer tone. "He’s retired? Without, uh, telling anyone?" The receptionist simply nodded, and Mark felt a familiar tension tighten his neck muscles. He wanted to march into the empty office, rummage through the drawers, find a clue. Instead, he just stood there, the familiar office now feeling unfamiliar and cold. He balled his fists.

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