The champagne flute felt heavy in Amelia's hand. She swirled the bubbly liquid, watching the tiny bubbles rise and pop. The wedding reception was in full swing, but the dance floor was a sea of people she didn't know well. Everyone seemed to be having a wonderful time, laughing, twirling, and clinking glasses. Amelia sighed, feeling a familiar tightness in her chest. She excused herself from the conversation with the bride's distant cousin, promising to grab another drink.

She wandered towards the back patio, the cool evening air a welcome change from the stuffy ballroom. The string lights above cast a soft glow on the tables, and the murmur of conversation faded slightly.

That's when she saw him. Liam. Standing near the buffet table, chatting animatedly with someone she didn’t recognize. Her stomach lurched. She ducked her head, suddenly intensely interested in the intricate patterns of the brick paving.

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