The sunlight sliced through the dusty room, illuminating particles dancing in the air. Amelia found the box beneath her deceased mother's bed. Her sister, ever the sentimental one, would have loved this. Amelia, however, felt a tightening in her chest. She lifted the lid, a thick layer of dust puffing up into the air. Inside, organized by grade, lay every project, every report, every test Amelia had ever completed.

She picked up a particularly scathing essay, marked down with a large, red “C-.” A hollow laugh escaped her. Of course, her mother had kept this. Why wouldn't she? The woman who had consistently undermined her confidence, the woman who always found something to criticize, had documented every perceived misstep. Amelia ran a hand through her hair, a sigh escaping her lips. The air around her seemed to vibrate with a suppressed tension.

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