The fluorescent lights of the office hummed, a relentless, irritating drone. Amelia chewed the inside of her cheek as she watched David, the other candidate, laugh with the regional manager. Their smiles seemed to radiate sunshine, a stark contrast to the persistent chill that had settled in Amelia's stomach since the announcement.

She slammed the file closed, the sound echoing a frustration she couldn't express aloud. Her fingers traced the worn edges of the documents, the product of countless late nights and unwavering dedication. Hours of her life, neatly bound in a folder, all potentially amounting to nothing.

"Another coffee?" Mark, from accounting, asked, his voice a cheerful intrusion. Amelia just shook her head, unable to meet his gaze. She didn't want to explain why her carefully crafted work life, meticulously planned and executed, was suddenly teetering on a precipice of uncertainty.

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