The office air hung heavy, a stale blanket clinging to Mark’s skin. He felt a profound sense of… lack, as he sat hunched over his computer. He scrolled through emails, his eyes skimming over the words without registering their meaning. Each message was a variation of the same theme: deadlines, meetings, and more deadlines.

He absentmindedly tapped a pen against his teeth, a habit he'd developed over the last few weeks. He felt a deep yearning for something...unspecified. The promotion loomed, but it didn't ignite any sparks of ambition within him. It was just another thing to add to the list.

He glanced at the clock: 10:17 AM. Another eternity until the end of the day.

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