The city outside the window roared with noise, but inside the small apartment, a different kind of quiet reigned. Mark sat on the couch, the television flickering but unheard. He'd spent the morning staring at the ceiling, the afternoon wandering aimlessly. A sense of… a lack of purpose weighed him down. He reached for a random book from the coffee table, a collection of short stories.

A small, sealed envelope fell out. Inside, a single key. It wasn't labelled, and there was no accompanying message. The key was small, tarnished with age. He turned it over in his hand, the metal cool against his skin. A question formed in his mind: What door did it open? He began to consider all the possibilities.

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