"Well, isn’t this a fine mess," Amelia said, her voice dripping with artificial sweetness as she surveyed the damage. The giant oak was resting gently on Mr. Harrison's porch.

She’d been the one to recommend he have that tree looked at. He'd shrugged it off, of course, with a superior smirk, as if he knew everything. All that money he seemed to have, always spending, never sharing. She’d offered to share her garden tools, too, in the past.

Now, as the first rays of sunlight hit the scene, Amelia found herself strangely energized. She’d make the call to the insurance company after she finished her morning coffee.

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