"Congratulations, Maya! Fantastic article!" The words, spoken by her supposed friend, chimed through the crowded gallery opening. Maya forced a smile, her face aching with the effort. Across the room, "Anya Petrova," the author of the supposedly original art review, laughed and accepted accolades.

Maya excused herself, needing a breath of fresh air. The elegant surroundings, the champagne flutes, the self-satisfied smiles all felt like a personal affront. She walked outside, leaning against the cold brick of the building, the night air offering a small measure of relief.

She felt like a ghost, invisible, overlooked. The article, her painstakingly crafted critique, was now being celebrated as someone else's achievement. The world around her, previously vibrant and full of opportunity, now seemed to be a muted shade of gray. The metallic tang of blood filled her mouth, from where she bit the inside of her cheek.

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