"So, how's the writing going?" her cousin asked, a perky smile plastered on his face. She’d heard this question a million times. Amelia simply shrugged, avoiding eye contact. The conversation, she knew, would eventually drift into her career and her lack of direction.

The caterers began distributing hors d'oeuvres. Smoked salmon, mini quiches. All meticulously arranged. She popped a miniature crab cake into her mouth, chewed without tasting.

The endless stream of introductions was starting. She fiddled with her dress, feeling the scratchy lace. She was scheduled to speak after the regional manager, whose story was, predictably, the same as everyone else's. Amelia found herself yearning for a distraction, a sudden fire alarm, anything to disrupt the relentless flow of platitudes.

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