"Uninspired, derivative, and ultimately forgettable." The words taunted him from the small, glowing screen of his phone. He slammed it down on the table, the force rattling the porcelain. He watched a single bead of sweat trickle down his temple. The restaurant was empty, save for him, the tables dark.

He walked to the window, the city lights a distant, shimmering grid. He felt a sharp pain in his chest, a tightening that made it difficult to breathe. He wanted to rebuild, to prove them wrong, but the task seemed insurmountable, a mountain he couldn't even begin to climb.

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