He’d always known it was a matter of time. The rent was always late, always an excuse. Now, though, it felt like a betrayal. Mark ripped the notice in half, then again, and again, until it was a pile of white confetti on the kitchen counter. He wanted to scream.

He kicked the leg of the rickety table, wincing at the sharp pain. The cheap particleboard splintered. "Damn it," he muttered, running a hand through his already disheveled hair.

His apartment, the one place he had thought was *his*, was now tainted. He picked up his phone, scrolling through contacts, the names blurring before his eyes. Nobody. Not a single person he could call, not a single lifeline to throw. He sat there, slumped in a chair, the fragments of the eviction notice at his feet, and felt… empty.

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