The rejection email sat, unread, in Maya's inbox. She knew what it said. She’d seen it before, just with a different subject line. She pictured Liam, fresh out of the interview, already celebrating his success. He probably aced it, charming them all with his effortless confidence. Maya crumpled the application confirmation in her hand, the paper a tiny, useless ball.

The coffee shop buzzed, but the sounds all felt muffled. Each ringing laugh, each happy conversation, grated on her. She slammed the door a little too hard when leaving. The streetlights seemed dim, casting long, unfriendly shadows.

She found herself, later that night, scrolling through Liam's LinkedIn profile. His new job title was already updated. “Senior Marketing Associate.” She choked down a dry sob.

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