Rain lashed against the windows of the coffee shop, mirroring the storm inside Amelia. She watched Liam across the small, round table. He was laughing at something the woman with him had said, a bright, easy laugh that echoed the sunshine Amelia remembered. He looked… happy. And utterly, completely blank when she’d introduced herself. "Amelia? Sorry, the name doesn't ring a bell." A cold fist had clenched in her gut. She’d tried to prompt him, reminded him of the treehouse, the scraped knees, the endless summer days. Nothing. Now, she just wanted to leave, to escape the crushing weight of his oblivion. The steam from her neglected latte blurred her vision.

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