"Great," Michael muttered, the word a rasp that barely cleared his throat. He’d been working on the Johnson account for six months, pouring over details, building the relationship. And now? A new owner, new priorities, new… everything. All that effort, just… gone.

He ran a hand through his hair, the gesture more a frustrated tug. The email announcing the sale sat open on his screen, its words mocking him. He’d envisioned a promotion, maybe even a partnership. Now, he’d be lucky to keep his job.

He slammed his fist lightly on the desk, the cheap particleboard trembling. He felt a burning sensation in his chest, a slow, simmering heat. He needed to get out, breathe. He rose and went for a long walk around the mostly empty office, the silence a suffocating presence.

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