The dust swirled in the air, a fine, gritty powder that coated everything. The renovation's effects were inescapable. Emily coughed, feeling a familiar tightness in her chest. The construction was not only loud, but it was physically making her sick.

The sheer audacity of the Smiths, with their constant influx of contractors and building materials, filled her with a simmering anger. Her own home, modest and unpretentious, now felt inadequate, a testament to her perceived failure.

She picked up the phone. She wondered, as she often did, if she could sell her house. She couldn't afford to move, though.

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