Rain lashed against the windows, mirroring the bleakness inside Elias. He tapped his fingers on the worn tabletop, a monotonous rhythm accompanying the drumming on the glass. The house felt too quiet, too still. He felt a profound sense of… emptiness.

His partner, Liam, was out, apparently at a 'language exchange.' Elias knew it involved Liam furiously scribbling and muttering to himself. Liam had been at it for ages, pouring over grammar books and pronunciation guides. He was learning Elias' native language.

He picked up a book, flipping through the pages without reading them. His gaze kept drifting to the door, the anticipation of Liam's return mixed with something else, something akin to... a dull ache. He knew what was coming. Another deluge of new words, another demonstration of his ever-improving fluency.

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