From his vantage point behind the bar, Mark watched the woman walk in, her face etched with a familiar weariness. He’d seen her work, recognized the intricate patterns immediately. The floral design wrapped around her entire upper arm, a mirror image of his own creation, "The Garden of Echoes."

He wiped down the counter with unnecessary force, his knuckles white. The sensation of his own blood pumping. Every single one of his designs, his life's work, now permanently affixed to her body, reduced to something to be displayed on a casual visit to the bar.

He debated confronting her, but the words wouldn’t come. Instead, he forced a smile, the kind that didn’t reach his eyes, and busied himself with the next drink order.

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