The meticulously planned seating chart seemed like a personal insult. James stared at his name card. He was situated at the table farthest from the dance floor, and the conversation was as riveting as watching paint dry.

He leaned back in his chair, fiddling with the satin napkin. He felt a profound sense of restlessness, an itch he couldn't scratch. The minutes were crawling by.

He excused himself from the table, claiming a need for air. Walking through the crowded ballroom, he bumped into someone. He looked up, and his face turned to stone. It was Emily, his ex. She was smiling, holding a glass of wine.

Emotion: bored

Cluster: Fatigue / Lethargy
PC1 (Valence): 0.04 Positive
PC2 (Disposition): -1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.387
0.350
unremarkable0.325
दिलचस्प0.323
seemingly0.319
Suppressed:
B-0.592
P-0.304
because-0.292
因为它-0.287
ancar-0.278