The air in the coffee shop was thick with the aroma of stale coffee and the chatter of strangers. Liam sat at his usual table, stirring his lukewarm latte, watching the people come and go. He felt a dull ache behind his eyes. He should be working, but his mind refused to engage. He pulled up his messages, and he found a message from Mark: “Hey man, guess what? Portland bound!” Liam stared at the message, a knot forming in his stomach.

He took a slow sip of his coffee. He glanced at the people, none of whom seemed to be feeling anything at all. He felt a profound sense of isolation. Mark was always the spark, the instigator of fun. Now he felt as though that spark has been extinguished. He sighed, the sound lost in the din of the cafe.

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