"Again," said Ben, staring out the window, watching the rain fall. He’d already spent the morning cleaning the windows, his efforts feeling useless. He had re-read a book, and watched several movies, but he kept returning to the feeling of emptiness. He’d arranged his collection of vintage cars, they seemed to mock him.

He was in the master bedroom, looking for something to occupy his time. He’d checked every corner, and every drawer. He ran a hand along the wall beside the bed. Something felt out of place. He pressed on a section of the wall, and it gave way.

There was a tiny room, hidden from view.

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