He hadn't slept well the night before. Now, in the stifling confines of the delayed plane, David felt a creeping sense of unease. His promotion ceremony. Everything he had worked for, years of sacrifices, was now at risk. The airline's casual disregard for his schedule felt like a personal affront.

He stared out the window, at the endless expanse of clouds. The sterile environment of the cabin only increased his irritation. He noticed the passenger next to him had fallen asleep; that person didn't know the weight of his predicament. The air conditioning was failing, and the heat was making him feel sick.

He imagined his boss, already introducing someone else for the promotion. He ran a hand through his hair, his fingers tangling. All that he wanted was to be there, to finally get the rewards he deserved.

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