The sterile white walls of the library seemed to close in around Amelia. She absently turned the pages of a textbook, her eyes scanning the words without absorbing their meaning. The air conditioning hummed, a monotonous drone that did nothing to alleviate the feeling of being utterly stuck. She’d spent the morning refreshing her bank account, the balance a constant reminder of her precarious financial situation.

The notification arrived mid-afternoon. A system error. Her scholarship was under review. A cold, heavy weight settled in her stomach. That money had been her lifeline, the only thing keeping her afloat. She closed the textbook with a snap, the sound echoing unnaturally loud in the silent room.

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