The afternoon sun cast long shadows across the empty park. Chloe sat on a bench, picking at a loose thread on her sweater. She felt listless, the weight of the day pressing down on her. The gentle breeze rustled the leaves, but even that failed to rouse her from her current state. She felt stuck, caught in a repetitive loop.

She decided to check her email, a task that often left her with nothing to do. A newsletter from a literary magazine was waiting. She opened it, scrolling through the latest publications.

Her breath caught in her throat. The lead article, the one she’d submitted weeks ago, was there, the title and content she’d carefully curated. But a different name, a stranger's name, was printed alongside it. Her hands began to tremble.

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