The room felt stifling. Monica ran a hand through her hair, the strands catching on her fingers. The air conditioning was on full blast, yet she felt a rising heat in her cheeks. The pay grades. She’d always considered herself a dedicated employee, putting in extra hours, taking on extra projects. Now, she was finding out that Ben, the new intern, was being paid more.

She slammed her pen down on her desk, the sound echoing in the empty office. She rose abruptly, pushing back her chair with unnecessary force. She needed to move, to get out of this suffocating space. She went for a walk around the block, her pace quick, almost frantic. The fresh air did little to calm the churning in her stomach.

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