The antique music box, delicately carved with cherubs, sat on a velvet cushion in the display case. It was the only thing Michael had of his mother, the only thing that spoke of her gentle hands and her love of music. His father wanted to sell it.

The sound of his father's voice, negotiating with a potential buyer, drifted through the thin walls of the gallery. Each word, each lowered price, was like a physical blow.

He turned away, unable to bear the sight. He found himself wandering through the museum, ignoring the beautiful works of art. His own feelings were a beautiful work of art ruined.

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