The hum of the fluorescent lights in the library grated on Ben’s nerves. He sat at a table, surrounded by stacks of books he hadn't opened. He was supposed to be studying, but the material refused to stick in his brain. A feeling of… restlessness kept him from focusing. He tapped his pen against the table, the rhythm echoing the persistent beat of the feeling. He picked up a biography of a famous explorer.

From the pages, a postcard slid out. It depicted a breathtaking landscape, a mountain range bathed in sunlight. On the back, a few words were scrawled: "Wish you were here." Ben stared at the image, a vivid contrast to the dullness of his surroundings. He felt a sudden longing for adventure, for escape. He started to think of a place he’d rather be.

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