The rejection letter crackled in her hand. Sarah's automated cooking appliance, meant to simplify meal preparation, was already patented. The inventor? A multi-million-dollar corporation with resources she didn't possess.

She sat in her messy apartment, surrounded by the remnants of her failed efforts, the half-eaten sandwich and the scattered blueprints. The air felt thick, heavy with disappointment. Her head throbbed.

She wanted to dismantle her workbench. She wanted to tear apart the kitchen. She wanted to scream. But instead, she just sat there, staring blankly at the wall.

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