"So, you’re saying…" Eleanor began, her voice carefully controlled, "you want to dig up *my* backyard?" The words, meant to sound casual, came out sharper than she intended. She felt a knot forming in her stomach.

She eyed Mrs. Chen, who had a persistent smile and a never-ending supply of baked goods. The woman stood before her, offering a proposition about a shared vegetable garden. A shared garden meant shared chores. Shared smells. Eleanor didn't share.

"Well, yes, if you don't mind," Mrs. Chen replied, her smile still intact. Eleanor could feel a vein throbbing in her forehead. She considered the neat rows, the organized order she had cultivated. It was her sanctuary.

"I'll have to think about it," she said, her tone deliberately vague. "It's… a big commitment." The wind rustled the leaves, a sound that seemed to mock her.

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