He stared out the window, watching the rain streak down the glass. The speech was in an hour. His stomach churned with a familiar unease. The event hall was already filling, a cacophony of greetings and back-pats. He felt a profound sense of disconnectedness from it all.

He picked at a loose thread on his jacket. Anything to occupy his hands, his mind. He'd rehearsed the speech, of course. It was all neatly organized, filled with the requisite praise and appreciation. He just couldn't drum up any genuine enthusiasm for it.

The clock ticked. He sighed, the sound barely audible in the hushed quiet of the room. Time seemed to stretch and warp, each second an agonizing eternity before he had to take his place on stage.

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