He snatched the mail from the slot, eyes narrowed. A small, cream-colored envelope. A birthday card. Unsigned. The paper felt slick and expensive, taunting in its anonymity. *Must be a mistake,* he thought, though his stomach churned with a familiar unease.

He retreated to his kitchen, the card clutched in a sweaty hand. He scanned the message—a meaningless platitude. He tossed it onto the counter, where it landed face-up, like a judgmental eye. He poured himself a stiff drink, the ice clinking like tiny, accusing bells.

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