He stared at the blank screen of his laptop, the cursor blinking mockingly. He’d tried to write, but the words wouldn’t come, the ideas wouldn't coalesce. He felt as though a film had settled over his brain, dulling everything. He needed to *do* something, anything, to break the monotony. His muscles were stiff from inactivity; his eyes felt strained from looking at the same things.

A metallic shriek sliced through the air. He lurched to the window, the sudden noise acting as a sharp stimulus. His vehicle, his ticket to anywhere, was on the tow truck. A pulse of anger, welcome and energizing, began to race within him. He charged outside.

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