The lawyer’s office was cold, the air conditioning blasting. David, perched on the edge of the leather chair, felt the knot in his stomach tighten. The legal paperwork was brutal, and the house his mother left was being divided. He was now sifting through the belongings. He found a trunk, its brass clasps tarnished, and pried it open. Inside, nestled among tissue paper, were his childhood school projects.

His eyes scanned the collection; there were drawings, stories, and quizzes. Each item was neatly placed in a plastic sleeve. A wave of nausea washed over him. The meticulously kept evidence of his youthful clumsiness, his creative failures, his awkward attempts at connection. It was as if she had been waiting for this moment. His hands began to sweat. He closed the trunk, the metallic clang of the lock a stark punctuation mark in the quiet room.

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