The history textbook lay open on Liam’s desk, the words blurring into a meaningless stream. He tapped his pen against the laminated cover, a staccato rhythm against the hushed library atmosphere. Sunlight streamed through the tall windows, illuminating dust motes dancing in the air, a mesmerizing distraction from the task at hand. He sighed, a slow, drawn-out sound that seemed to carry the weight of the entire semester. This research paper was a colossal waste of time.

His gaze drifted to the window, watching a squirrel chase another around a gnarled oak tree. He knew the professor would say his paper read too much like a website, but the information was readily available. Why reinvent the wheel? A sudden thrum of anxiety pulsed through his chest.

The professor’s voice, sharp and accusatory, echoed in his mind. *Plagiarism.* The word felt like a physical blow. He rubbed his temples, a headache already forming. He had a perfectly good explanation, of course.

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