The ornate clock, a relic from his grandfather, ticked loudly in the silent room. Mark sat across from his Uncle George, who was examining the intricate carvings with a detached air. The clock's insistent rhythm seemed to amplify the frustration churning inside Mark.

"It's just… impractical, you see?" George said, his gaze returning to Mark. The man's tone was all business.

Mark felt his temples throb. He ran a hand through his hair. His grandfather had wound that clock every Sunday for decades. The thought of letting it go felt like a betrayal. "Perhaps we can discuss this another time," he said, the words barely a whisper.

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