The ad was there, on Zillow, mocking her. The house, her childhood home, was being offered to the highest bidder. It felt like a betrayal. A slow burn of something akin to fury ignited in her chest. She had poured so much of herself into that house. So many memories. So much of her soul.

She glared at the screen, at the sterile perfection of the new kitchen, the manicured lawn. The audacity of it all. It was as if her entire history was being erased, packaged, and sold to the highest bidder. She felt a sharp, persistent ache behind her eyes.

She poured herself a large glass of wine, the first of many, she suspected. The alcohol did little to soothe the tightness in her jaw, the way her shoulders seemed to hunch in defensiveness.

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