Eliza stared out the window at the monotonous expanse of the suburban street. Another Tuesday. Another endless string of nothing. She traced the outline of a crack in the glass with her fingertip. The world outside seemed to move at a snail’s pace.

Her brother, Mark, bounded into the room, his eyes alight with a fervor Eliza hadn't seen in years. “Guess what, Liz?” he exclaimed, bouncing on the balls of his feet. "I'm starting to study Wicca!" Eliza felt a flicker of… something. Annoyance? Disappointment? She couldn’t quite place it. She looked away, focusing instead on the dust motes swirling in a sunbeam.

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