The attic was stifling, the air thick with the scent of dried flowers and regret. Eleanor crouched, her back aching, sorting through a trunk overflowing with her mother’s belongings. She was supposed to be doing this, to honor her mother, but she was finding it difficult. The letter was tucked inside a scrapbook, sandwiched between faded photographs of her mother, smiling. It was from the hospital, a resignation from her nursing job.

Eleanor's fingers tightened around the brittle paper. The date was right after her sister was born, when their family was dealing with a sick infant. Her mother had always said she’d had to give up her career, that she'd been forced to choose. But this letter… It read like a decision made, not one forced upon her. "I am stepping down..." The words seemed to mock her. Eleanor threw the letter back in the trunk. The hurt burned.

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