The silence of the house was punctuated only by the rhythmic thumping of Amelia’s heart. She stalked through the unused guest bedroom, running her hand along the dusty walls. The previous owners had left a mess of problems; the paint was flaking. Beneath a tapestry depicting a pastoral scene, she found a seam, a subtle indentation in the wall. With a shove, the panel popped open, revealing a tight space. She climbed inside, the air heavy, the darkness closing in. This house was just another example, another testament to the unfairness of 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