"Congratulations," Amelia said, forcing a smile. The words tasted like ash. Ethan beamed, shaking hands with the hiring manager. He looked impossibly radiant. Amelia wanted to scream.

Her stomach churned, a knot twisting with each word of praise the manager heaped on Ethan. The conference room air felt thick, stifling. She fiddled with the strap of her bag, avoiding eye contact.

Outside, the late afternoon sun felt oddly harsh. She walked the long way home, avoiding the direct route that would likely take her past Ethan’s apartment. The familiar route now seemed like enemy territory. The city felt smaller, the buildings looming.

Later, she found herself making a late-night batch of cookies. She ate them standing at the counter, each bite a hollow comfort.

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