The newspaper headline screamed: "Rising Star's Debut Captivates Critics!" Amelia stared at the image, a blurry photograph of her sculpture, now adorned with a different name. Her hands clenched into fists, the nails biting into her palms.

She had to remind herself to breathe. The air felt thin, suffocating, as though someone had stolen not just her work, but her very voice. Her lunch, a half-eaten sandwich, sat abandoned on the kitchen counter.

She remembered the hours, the sweat, the sacrifices she'd made to create that piece. Now, it was someone else's triumph, someone else's claim to fame. A bitter taste coated her mouth, a metallic tang of betrayal.

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