The scent of baking bread filled the kitchen, a stark contrast to the emptiness inside him. He had been looking forward to his father's surprise retirement celebration. The news of its cancellation, due to a scheduling conflict, had deflated him. Now, he felt the need to fidget, to do anything to move the needle of his mood.

He reached for a cookbook, flipping through the pages without really seeing the pictures or reading the recipes. He closed it with a snap. The kitchen felt too warm, too bright. He poured himself a glass of water, and then immediately discarded it in the sink. He started washing the dishes, something he didn’t normally do.

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