The scent of incense, thick and cloying, hung in the air. His brother, beaming, had invited him to a ceremony, a celebration of his newfound faith in Krishna. He’d reluctantly agreed, only to endure hours of chanting and unfamiliar rituals. Every nod, every shared glance between his brother and the other devotees felt like a deliberate exclusion. He felt a constant, gnawing unease. The vibrant colors, the exotic music, only amplified his sense of alienation. He crossed his arms, the action a rigid defiance, and focused on the ornate carvings on the temple walls, anything to avoid the blinding light of their joy.

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