"So, how's that new software coming along, Michael?" The boss's voice was jovial, the usual tone of forced enthusiasm. Michael forced a smile, the muscles in his face protesting.

He knew. The grapevine had its tendrils everywhere. The new hire, hired to support Michael, was earning significantly more. Every time his phone buzzed with an incoming email, it felt like a tiny, cruel jab.

The air conditioning seemed to blow directly on him, chilling him to the bone. He felt a deep, profound chill that had nothing to do with the temperature. His shoulders hunched. He found himself snapping at his wife over dinner, the words sharper than he intended.

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