The rain hammered against the windows, mirroring the relentless pounding in Martha's head. The idyllic garden, the one she’d meticulously cultivated, now felt like a taunt. The previous owner, a sweet old lady, had conveniently forgotten to mention the house's sinister past. Someone, some years before, had breathed their last breath in the very spot where she now watered her roses.

She pulled weeds with a savage intensity. The earth, usually yielding and fertile, felt like a dead weight beneath her fingernails. When the gardening tools clattered against the patio, her lips pulled back in a grimace. The cheerful song of the robin outside made her insides twist.

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