He stared at the intricate floral arrangements, tracing the lines of the petals with a bored finger. The endless speeches were droning on, each one as predictable as the last. He wished he had skipped the wedding altogether.

The caterer's servers offered canapés he didn't want. He accepted a mini quiche anyway. He took a bite of it, and slowly chewed the food. The whole situation felt like a performance. A performance he was expected to participate in.

A flash of red hair caught his eye. He stiffened. It was Sarah, his ex-girlfriend. She was talking to the best man, her laughter ringing out across the room. He took a long gulp of water.

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