Rain lashed against the window as Michael slumped onto the park bench. He was supposed to be celebrating, laughing with friends, surrounded by a mountain of pizza. Instead, a single, soggy hot dog was his company. The cancellation text, sent by a friend he’d always considered reliable, still burned in his pocket. He dug his nails into the worn wood, feeling a visceral discontent spread through him like ice. He wanted to scream. Instead, he just stared at the empty swings, a playground for a party that would never be.

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