"Just a moment, please," Eleanor said, forcing a smile that didn't reach her eyes. The auctioneer, all slicked-back hair and practiced charm, continued describing the painting she knew was meant for her. Her sister, Margaret, simply smiled serenely, already planning its placement in her pristine gallery. The painting was a masterpiece, a lost work by a renowned artist, and its value was astronomical.

Eleanor was bequeathed the family’s old recipe box. It was nothing but grease-stained index cards, containing recipes for bland meals, and a few scribbled notes from their mother. She watched Margaret accept the congratulations with a polite nod, her knuckles white as she gripped her handbag. A tightness in her chest made it difficult to breathe.

She drove home, the late afternoon sun blinding her through the windshield. The world seemed to move in slow motion, each tree, each car mocking her. She parked her car, letting her head fall onto the steering wheel. The silence was almost as suffocating as her emotions.

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