The realtor’s assistant, a fresh-faced young woman, offered a bottle of water. I shook my head, unable to speak. The sun beat down, turning the asphalt to molten. Sweat trickled down my spine. The air itself felt thick, suffocating.

I remembered the scent of my grandmother’s lavender bushes, the way the sunlight streamed through the kitchen window. She had loved this house, poured her heart into it. Now, it was just another property, another building to be torn down. I closed my eyes, a wave of nausea washing over me.

They were going to replace everything. My grandfather's tools would be thrown out, and my grandmother's garden, which I swore I would keep, was going to be ripped up to make way for a new building. I couldn't bear to look anymore.

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