He stared at the spreadsheet, his eyes glazing over the columns of numbers. He ran a hand through his hair, a nervous gesture he hadn't noticed he'd adopted. The fluorescent lights of the office hummed, a monotonous soundtrack to his day. A chime sounded, and a young woman from reception arrived, bearing a cascade of roses. No name, no message. Just beautiful, fragrant blooms. A fleeting spark of interest ignited within him, quickly smothered by the usual, heavy feeling. He returned to the spreadsheet, the numbers blurring once more.

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