The flickering neon lights of the diner cast long shadows across the empty tables. He nursed his coffee, the lukewarm liquid doing little to soothe the growing unease. He felt trapped, stuck in a life that wasn’t his own. A life that had betrayed him.

He was walking through the park across the street when his shoe caught on something. He bent down and pulled up a small wooden box. A time capsule, buried under a tree. He had no memory of planting it.

Inside, there was a faded photograph of himself. A younger man, laughing. Next to it was a lock of dark hair, held together by a silk ribbon. The photograph held a note that read, "Always, I will be with you". A hollow, echoing pain resonated inside of him.

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