The repetitive click-clack of the keyboard echoed in the empty computer lab. Jessica, a high schooler, scrolled through social media, the endless stream of carefully curated lives leaving her feeling oddly empty. She was waiting on a scholarship notification, checking her email every few minutes. The anticipation was both exciting and nerve-wracking.

Finally, the email arrived. It began with congratulations for the scholarship, then moved on to the bad news. The scholarship had been mis-awarded. Jessica stared at the screen, a strange numbness creeping over her. She knew she'd have to find another job. The joy quickly evaporated, replaced by a sense of paralysis.

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