The email arrived on a Tuesday, subject line: “DNA Results - Important.” Sarah nearly deleted it, assuming another spam solicitation. Curiosity, however, a rare visitor, nudged her to open it. Her life, meticulously curated, felt instantly and irrevocably shattered. The cold, sterile white of her apartment seemed to amplify the tremor in her hands as she scrolled through the results. Her blood felt like ice.

The faces of her parents, plastered across every framed photograph, suddenly looked like the masks of strangers. A knot formed in her stomach, tightening with each passing moment. The world tilted slightly, the familiar landscape of her life transforming into a deceptive facade. She slammed the laptop shut, the metallic clang echoing through the apartment, and stalked to the window, staring at the blurred city lights as if they were mocking her.

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