"It’s just a painting," Uncle George had said, his voice as smooth and oily as ever, "Not like we can't get another one." The painting, the one of his mother, now, his Aunt Eleanor, hung over the fireplace, its vibrant colors a stark contrast to the sterile white walls.

It was more than a painting. It was a memory. The smell of her perfume, the sound of her laughter, all those things that George hadn't cared for when she was alive, but wanted the money for now, they were gone.

He knew he could not stop his uncle, he knew he wasn't really a person, anyway. The feeling of helplessness was a weight that pressed down upon him. He excused himself, promising to be back the next day. He'd never go back.

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