The old house creaked and groaned around her. She was determined to sell it, a move that felt both liberating and like a betrayal. She moved slowly through the rooms, each step a reminder of the life she was leaving behind, the life that hadn’t panned out the way she had imagined.

She was clearing the overgrown garden when she unearthed something. A glass jar, sealed with a rusty lid. A time capsule. She remembered nothing about burying it.

Inside, amongst other things, was a small, hand-painted ceramic bird. It was painted with bright colors, and had a small note attached: “For a home filled with love.” Her eyes burned. The sun seemed blinding.

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