The old house felt oppressive, the walls seemingly closing in. She had found the box tucked away in the back of the closet, hidden beneath a pile of old blankets. The label read "Emily's Schoolwork." Her breath hitched. Inside, her entire academic life, preserved in meticulous detail.

She had to remind herself to breathe as she leafed through the pages. The carefully graded papers, the comments, the corrections. It was all there, a testament to her mother's unrelenting scrutiny. Every failure, every perceived shortcoming, recorded for eternity. The weight of it pressed down on her, stealing the air from her lungs. She crumpled to the floor, feeling the sting of unshed tears. The past was a heavy burden, and it was suffocating her.

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