The coffee tasted like ash in his mouth. He slammed the mug down on the chipped ceramic of his desk. Three years. Three years he’d shadowed Elias, absorbed every whispered lesson, every carefully crafted strategy. And now? A terse email, a forwarded letter from HR, announcing the man's immediate departure. No phone call. No final project debrief. Just… gone. He spun in his chair, the squeak of the wheels grating against his ears, mirroring the scrape of resentment across his heart.

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