The campus cafeteria was a cacophony of chatter and clattering trays, but for Daniel, it was just background noise. He stirred his coffee, the bitter taste doing nothing to rouse his spirits. He had received a scholarship last year and thought everything would be okay. He was so wrong. The bright lights seemed harsh, the smells of food unappetizing.

His phone buzzed. Another email. His scholarship was being revoked. A clerical error. Daniel felt a leaden feeling in his chest. His hands trembled as he reread the words. He pushed his plate away, a sudden weariness making him want to sink into his chair.

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