The new paint fumes were a constant presence, a sickly sweet odor that permeated everything. John's appetite had vanished, replaced by a permanent knot in his stomach. He hadn't spoken to his neighbor, Mr. Henderson, since the project began. He didn't want to.

The Henderson's were building a massive deck, a deck that would, without a doubt, overlook his small, neglected garden. He imagined them, lounging in their expensive furniture, enjoying the sunsets, while he was still stuck in his cramped kitchen.

He found himself walking through the back yard, and he kicked at a loose stone. He hated the way their laughter echoed, mocking his solitude.

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