"No." The word, a strangled sound, escaped her lips as she scrolled through the email again, as if the words might magically change. A burning sensation erupted in her stomach, a corrosive acid eating away at any hope. She threw her phone onto her desk, the screen flashing the mocking message of rejection.

The apartment, previously a place of refuge, now seemed to press in around her, the walls closing in. Her carefully planned routine, her meticulously organized schedule, felt like a cruel mockery of her life. She was filled with a sense of defiance that was a sharp, hard point in her core. She'd show them. They'd regret it.

She marched to the kitchen, opening the fridge with a deliberate snap. The sight of the half-eaten leftovers, the healthy vegetables she'd planned to eat, made her shudder. This was a place she was supposed to be safe. But, it was clear that she was not.

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