"Unbelievable," Daniel muttered, staring at the screen. He scrolled through the side-by-side comparison of his screenplay and Jasper Blackwood's blockbuster hit, *Crimson Dawn*. The similarities were… undeniable. He’d practically lived and breathed Blackwood’s work, admiring his mastery of plot twists. Now, the admiration felt like a brand of shame.

He slammed his fist on the desk, scattering pencils and papers. His own script, once a source of pride, now felt like a pale imitation, a collection of stolen ideas.

He walked outside, the California sun offering no solace. He felt a throbbing ache behind his eyes, a tightness in his chest. The palm trees swayed in the breeze, mocking his misery.

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