The fishing rod felt heavy in his hands, a forgotten weapon. For years, the lake had been his sanctuary, the quiet solitude a balm to his stressed soul. Now, his son, Daniel, had claimed the spot, the pier, the very essence of the hobby. Daniel, all gangly limbs and boisterous laughter, had become a fishing fanatic, displaying his catches online, winning awards.

He stood on the bank, watching. The way the rod bent, the excitement in his son's voice when he got a bite, it all felt like a knife twisting in his gut. His hands were shaking. He gripped the rod tighter, the metal cold against his skin, and finally, he decided to retreat. He knew the fish would be better off without him.

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