He slammed the album shut, the sound echoing in the otherwise silent living room. The photographs, a testament to his grandfather's supposed self-made man status, were a cruel joke. He’d always painted a picture of struggle and perseverance, a rags-to-riches tale built on grit and determination.

But here, his grandfather, in crisp, expensive suits, posed with racehorses and luxurious automobiles. The man in the photographs wasn’t the stoic worker his grandmother always described; he was a playboy, a man fueled by something entirely different.

The lie hung heavy in the air, a suffocating blanket woven from years of carefully curated narratives. He rose, the tightness in his chest constricting his breath, and went to the liquor cabinet.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225