The demolition notice, crumpled in Martha's trembling hand, felt like a personal insult. She'd driven past the house every day for twenty years, just to see it, to feel a connection to something solid. Now, the chain-link fence, the "keep out" signs - it was all so final. A knot in her chest squeezed tighter with each passing minute.

She’d considered it, briefly, to go inside one last time. But the thought made her shudder. Everything was gone, all the furniture, every last pot and pan, the only thing remaining was the frame, empty like a corpse. The air around her felt heavy, stagnant.

She found herself walking towards the place where the rose bush had stood, a vibrant splash of pink. Now, only a patch of disturbed earth remained. She let out a short, harsh laugh, the sound swallowed up by the wind. They'd never understand, these people. They'd never feel the way she did.

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