He hadn't thought about that diary in years. Now, it was online. He was now reliving all the pain and angst. He read through the comments. The laughter, the mockery, the easy dismissal of his youthful dreams, now a public spectacle. He felt a sudden, sharp pain in his chest, a physical manifestation of the emotional assault.

He pushed his chair back from the desk, his legs tangling in the cords. He stood and walked to the window. The world outside, a vibrant tapestry of life and activity, seemed distant, alien. He felt the sting of tears prick his eyes.

He went to the fridge. He took out a beer, slammed the door shut, and popped the top off. He walked to the couch and sat down, staring at the screen, as the sun began to set.

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