The agent had stressed the "unique character" of the house. Now, the uniqueness felt like a curse. Each day, the reality chipped away at her. The guest room, once a selling point, now conjured images of the gruesome scene. She, Evelyn, felt the weight of it every single day.

She spent her days staring out the window, a bleakness settling on her. The sunlight felt wrong, as if it were highlighting the darkness within the walls. Her fingers traced the windowpanes, the glass feeling cold and unforgiving. The house, she knew, would never feel like home.

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