The lecture hall felt stifling, the air thick with stale anticipation. I picked at the chipped paint on the desk in front of me, a repetitive action that offered no solace. Professor Evans was droning on about something or other, but the words were a meaningless blur in my ears. My mind was a blank canvas, devoid of color or inspiration.

The announcement was made during the break. My advisor, Professor Evans, was resigning. My stomach twisted. Everything I'd been doing, all the work, all the sacrifices, suddenly felt meaningless. I felt a profound sense of… emptiness. I closed my eyes, the world a kaleidoscope of dull shades.

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