The aroma of cinnamon and old paper hung heavy in the air. I had stumbled upon them when cleaning out the old house. The box was tucked away in the back of the closet, marked “Laura’s Schoolwork.” My mother. It felt like she was still watching me from beyond. My hands shook as I opened it.

The familiar swirl of her handwriting on the labels. There were the report cards, each one a sharp, undeniable judgment. Each grade, a verdict. It was suffocating. I felt my chest constrict. I didn't want to see my life filtered through her eyes. I just wanted to leave it all behind, the house, the past, the carefully organized proof of my existence. I needed to escape.

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