The small apartment was his, until it wasn't. Now, he was back here. Back in the house. His room still smelled of his childhood. Everything felt wrong. He walked into the kitchen to find his mother making his favourite cookies. The aroma, normally a comfort, now felt like a cruel joke.

"You look tired, dear," she said, her voice filled with concern. He hated the pity in her eyes. It was a constant reminder of how far he'd fallen.

He grabbed a cookie, the sweetness doing nothing to soothe the tightness in his chest. He felt a deep undercurrent of rage, a constant simmering dissatisfaction with the world. He wanted to scream.

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