The ceiling fan whirred overhead, a monotonous drone that seemed to mirror the emptiness in Amelia’s chest. Another Tuesday. Another stack of unread books collecting dust on the nightstand. She flipped through the channels, each show a fleeting distraction before the familiar ennui crept back in. Then, a text. It was from Liam: “Big news. Gonna be in California by the end of the month.” Amelia dropped the remote, the plastic clattering against the hardwood floor, and stared blankly at the screen. California? The sun-drenched beaches felt a million miles away.

She wandered into the kitchen, the sunlight making the dust motes dance in the air. The cereal box seemed to mock her with its cheerful colors. Sighing, she poured a bowl, the crunch of the flakes barely registering. This was going to be a long month. Liam, her constant companion, the one person who could always pull her out of this… this… blah-ness, was leaving.

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