"Identical," the engineer had declared, his voice devoid of any inflection. "Technically, your design is… inferior." Amelia clenched her jaw, the muscles in her face tightening with each word. They said it wasn't about the design, but about the manufacturing process. A process *she* had pioneered.

She found herself, later that evening, aimlessly pacing her apartment. The scent of burnt dinner still lingered, a testament to her distracted mind. She kicked a chair, letting out a frustrated groan. It was just an engineering marvel, a solar-powered charging station for electronic devices, but it felt like a betrayal.

The city lights outside seemed to mock her, glittering and bright, illuminating the success of others. She pulled the curtains shut, plunging the room into darkness.

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