The email notification had been a mistake, a slip-up in his carefully constructed web of deceit. A separate email address, a different bank, a life she wasn’t privy to. Her hands trembled as she scrolled through the transactions: expensive watches, a down payment on a boat, lavish gifts for a woman she did not know. The room felt suddenly too small, the air thick with the phantom scent of someone else’s perfume. Her jaw ached with the effort of holding back her words.

She found a bottle of his favorite Scotch, a rare single malt he cherished. She poured it down the kitchen sink.

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