The park bench, usually a source of comfort, felt cold and uninviting beneath Liam. The crisp autumn air did little to invigorate him; instead, it seemed to seep into his bones, adding to his internal chill. He had nothing to do. The leaves were starting to fall. He wanted to do something.

He pulled out his phone, and saw a notification.

He checked his email. Nothing. Then he remembered his browser history. He searched himself. And there it was. His life story. A meticulously researched, meticulously crafted biography detailing his every triumph and failure, his every heartbreak, and his every awkward moment. He looked at the photo, and was taken aback by its coldness.

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