The surveyor's tape, stretched across the front lawn, felt like a noose around Elena's neck. She leaned against her car, arms crossed, watching the sun glint off the polished brass. Years of effort, of love, reduced to property lines and blueprints. A tremor ran through her, shaking her to her core.

She remembers her father teaching her to ride her bicycle in the driveway. Now, the driveway was cracked and weeds were growing through the cracks, as everything had done over the years. She’d tried to hold on, but it was useless.

She saw the foreman walking toward her. He was going to try and say something, she knew it. She turned away, not wanting to hear any platitudes, any reassurances. She'd heard them all before.

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