A vein throbbed in Maria's temple. She was staring at the printout, the numbers blurring. The new compensation structure was a slap in the face. She had spent a decade building her career, and now, it was revealed that the new guy, Tom, was pulling in more than her. Her fingers tapped a nervous rhythm on the desk.

She barely acknowledged anyone during the lunch break. She ate the sandwich she brought with very little enthusiasm. The food left a bland taste in her mouth. She returned to her desk, the silence of the office grating on her. The tasks she had to complete seemed pointless.

Later that afternoon, she found herself staring out the window, the city skyline a jumbled mess.

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