The coffee shop’s fluorescent lights seemed to mock Clara. She was staring at the Instagram post, a close-up of the tattoo. It was a flawless copy of her "Whispering Woods" piece, and the caption underneath simply read, "New ink! Loving it!" The casualness of it was what twisted the knife.

She felt a hollowness in her chest. She scrolled through the comments, each one a fresh jab. "Amazing!" "So cool!" "Where’d you get it done?" People were praising the *tattoo*, not the art.

Clara closed her laptop with a snap, the sound echoing in the nearly empty cafe. She paid for her untouched coffee and left, the world outside suddenly a bleak, gray canvas.

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