He slammed the door of his studio, the force rattling the flimsy frame. Dust motes danced in the single shaft of sunlight that penetrated the grime-coated window. He kicked a discarded canvas, a vibrant seascape he'd poured his heart into, now hanging in the city hall lobby with a credit line to "Anonymous."

His knuckles were white as he gripped a worn paintbrush, the bristles splayed and dry. He imagined the smug face of the gallery owner, the man's oily voice promising exposure, then disappearing once the deed was done.

He paced the cramped room, muttering under his breath, a low growl of frustration that seemed to vibrate the very walls. "Exposure," he spat, the word laced with venom. He felt a cold rage bubbling in his chest, a sickness that settled in his bones.

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