The attic air hung thick and dusty, catching in Eleanor’s throat as she rummaged through the forgotten boxes. Years of neglect were etched onto everything, a testament to time’s relentless march. She found the letter tucked away in a tarnished silver frame, a missive to her own mother, dated a decade past. Her breath hitched.

She unfolded the paper, the delicate creases whispering a story of youthful rebellion. The words, penned in a frantic scrawl, were aimed at her mother’s controlling nature. A coldness spread through her chest as she reread the accusations of stifled dreams and unacknowledged aspirations. Eleanor crumpled the letter, the paper crackling under her clenched fist. She almost tossed it into the trash.

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