He was standing in the empty room, the afternoon sun casting long shadows across the floorboards. The house felt hollow, the echoes of the past amplifying the silence. Then he saw it: a box under his childhood bed, taped shut, and bearing his name. Inside, a trove of forgotten artifacts. His assignments, his doodles, his early attempts at writing. Each item, neatly filed.

The woman he'd grown up with, the one he had always perceived as cold, distant, was revealed through the contents of the box. His mother had preserved all his work. He felt a sting behind his eyes, a tightness in his throat. He clenched his fists, knuckles white. He would never understand her. He turned and walked out, leaving the past sealed inside.

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