A restless energy coursed through Maya. She fidgeted in her chair, the hard plastic digging into her thighs. The clock on the classroom wall ticked with agonizing slowness. She traced patterns on the desk with her fingertip, tiny spirals and loops that held no meaning. The lecture droned on, a monotonous recitation of economic principles she couldn’t muster the interest to absorb.

Suddenly, a tap on her shoulder. “Professor said to see him after class,” her friend whispered. Maya’s stomach clenched. A wave of nausea washed over her.

She had been so rushed, so desperate to meet the deadline. Now, the words of the professor, cold and scrutinizing, replayed in her mind. He spoke of similarities, of suspicious phrasing, of failing grades. She felt a cold sweat prickling at her skin. The essay…it had seemed so easy to copy some sections.

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