The first open house was scheduled for Saturday. He found himself deliberately avoiding the lobby, the notices, the cheerful, oblivious real estate agents. He started taking the stairs.

He’d always considered himself a private person, but now the anonymity felt like a betrayal. His neighbors, once familiar faces, now seemed like potential rivals, enemies in a bidding war he had no intention of joining.

He saw the building's name in a new light. "The Grandview Apartments." The name seemed sarcastic, mocking his predicament. The view, once a source of comfort, now represented an ever-shifting landscape of uncertainty. He was losing everything.

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