The tapestry, intricately woven with scenes of a pastoral landscape, lay draped over a table, awaiting a buyer. It had hung in her grandmother's living room for as long as she could remember, the scenes a constant, comforting presence. Her aunt, the woman who'd always favored money over meaning, was selling it.

She watched her aunt talk about “investment potential” to a prospective purchaser, her voice filled with a fake enthusiasm that grated on her nerves. The world seemed to be fading into shades of grey.

She wanted to tear it down, to rip it to shreds, to destroy it before it could be taken away. She closed her eyes to the sight of her aunt smiling, and the sales pitch of a life that wasn't hers.

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