The old piano in the parlor was out of tune, a perfect reflection of how Daniel felt. He hadn't touched it in years, but he ran his fingers over the keys, the sound scratching at his nerves. His sister, Sophie, was downstairs, making coffee and cooing over the kitchen.

He closed his eyes and remembered his grandmother’s music, always a happy, light melody. He felt a deep ache in his chest, a yearning for something he couldn't name. He could feel it in the air.

He abruptly stood up and walked out of the parlor, slamming the door behind him. He needed space. He needed air. He needed to escape the suffocating weight of this house.

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