"Another toast?" Sarah asked her friend, the question directed at no one in particular. She had been sipping wine and listening to the overly familiar stories of the other guests. It was all a blur. The stories weren't bad, but their voices all felt like background noise.

She was tired of listening to the endless stories of "how they met." She was tired of the small talk. She wanted something real, something that would awaken the sensation of being alive.

She walked towards the dessert table, feigning interest in the selection of pastries. Her eyes darted around the room. She was looking for an escape, but she found something else. There was David, standing by the bar. Her ex.

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