The champagne flute felt heavy in Elias’s hand, the bubbles doing little to lighten the mood settling over him. He watched the happy couple twirl on the dance floor, a kaleidoscope of joy he was meant to share, yet felt worlds away from. He knew, he just knew, she'd be here. And there she was, across the room, laughing with a group of friends. He let out a breath he didn't realize he was holding. He wouldn’t make eye contact. He didn’t want to spoil the day.

The band struck up a slow song, and a wave of couples moved to the center of the room. He felt the familiar pull, the urge to leave, but he’d promised Chloe he’d be here for her. He took another sip of champagne, the tartness doing little to combat the hollowness in his chest.

He felt a tap on his shoulder. It was Sarah. “Elias, fancy seeing you here," she said, her voice bright. He gave a weak smile. He mumbled a hello and watched his eyes fall to his shoes. He forced a smile. He had to fake it till he made it.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. 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 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296