"Imagine," he said, the words barely escaping his lips, "having to *pay* for the privilege of living here." He was talking to the ancient cat, Mr. Snuggles, who, of course, offered no response.

He ran his hand over the worn surface of the kitchen table. He’d found it in the trash years ago. It had served him well. Now, the cheap wood felt like a symbol of his impending displacement.

He hadn’t bothered to clean the apartment in days. Dust motes danced in the sunlight, a silent indictment of his apathy. A leaden sensation weighed down his limbs. The thought of packing, of sorting, of finding a new place, filled him with a bone-deep weariness.

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