Maya chewed on the end of her pencil, the wood splintering under her teeth. A fine layer of dust coated the surface of her desk, a testament to her lack of recent activity. Her history textbook sat open before her, the words blurring into an indecipherable mess of black ink. The email notification – a dreaded "C-" – had just landed in her inbox. She’d spent weeks on that essay, fueled by copious amounts of coffee and an actual, genuine interest in the French Revolution. Now, all that effort felt like a complete waste. She sighed, a long, drawn-out sound, and pushed her chair back, the legs scraping loudly against the tile floor.

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