"Accept or Ignore?" The choice, presented on the phone's screen, felt like a loaded question. It was from Jessica Miller. Mark, my former tormentor. All the old feelings were back in a rush. The fear. The anger. The humiliation. His hands trembled slightly.

He was sitting in his sunroom, surrounded by plants he diligently cared for, but today, everything seemed suffocating. The sunlight, once welcome, now felt intrusive. His chest felt constricted.

He considered what his life had become. He glanced at his own face in the window, seeing a stranger staring back. He pressed ignore, the action feeling strangely cathartic, like a knot untying. He closed the curtains and went to bed.

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