From her vantage point in the coffee shop, Chloe watched the city buses rumble by. The rhythmic sound was almost hypnotic, a repetitive pulse in the otherwise empty space between her thoughts. She’d finished her last essay, waiting for the results to come out. She felt listless. Time seemed to drag. The aroma of brewing coffee had lost its appeal.

A message appeared on her phone. Scholarship information. She had to log into the school website. Her scholarship had been revoked. Apparently, a mistake had been made. Chloe's fingers fumbled on the screen. Disappointment crashed over her, leaving her feeling utterly deflated. She wanted to be anywhere but there.

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