Rain lashed against the windows, mirroring the tempest inside David. His grandfather’s pocket watch, the only thing he really wanted, the one he'd always admired, was on the auction block. His father, with that infuriatingly placid smile, said it was "practical." David choked on the word.

He’d offered to buy it, naturally, offered a fair price. But his sister, the golden child, had to have the money from it. For a "new start," she’d said. As if she needed it. David pulled his collar up, shielding his face from the downpour.

He felt the cold seep into his bones, mirroring the icy rejection from his family. He walked away from the car, not wanting to see his sister laughing and gloating over her victory. He didn't turn back.

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