The patent lawyer’s words echoed in Elara’s skull. “Pre-existing, nearly identical. Filed six months prior.” She’d spent three years, countless nights fueled by lukewarm coffee and the burning conviction of her idea. Now, the official documentation, the cold, stark language of the legal system, deemed her work redundant. Her knuckles were white as she gripped the worn wooden desk.

She slammed the blueprints onto the table. The sharp crack of the paper against the wood was the only sound in the otherwise quiet workshop. Dust motes danced in the lone shaft of sunlight, illuminating the intricate designs she'd meticulously drawn. The contraption, a self-folding origami drone, was meant to revolutionize package delivery. Now, it was just… a reminder.

She imagined the smug satisfaction of the other inventor, whoever the interloper was. The image tightened her chest, a knot of pure frustration that radiated through her limbs. She kicked a discarded tool across the floor.

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