The clinking of silverware and the polite applause were like a metronome, marking the slow passage of time. John felt like he was trapped in a gilded cage. He fidgeted in his seat.

He felt the pressure in his chest grow. He just wanted to leave. He just wanted to be alone.

He stood up, heading toward the restrooms. As he passed a group of people, he saw a familiar face. His ex, Lisa. She was with her new boyfriend, laughing at something he'd said. John felt a strange mix of emotions.

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