The photograph of the front porch was the final straw. She recognized the peeling paint, the worn steps, the way the sunlight hit the old oak tree in the front yard. But now, it was framed by perfectly manicured bushes, gleaming new siding. A sense of wrongness filled her.

She'd spent years avoiding any mention of the house, of the past. Now, here it was again, on a website, as if it was some trivial commodity. She felt a profound irritation, a deep and enduring ache.

She pushed herself away from the computer, the chair scraping loudly against the floor. She needed to do something, anything, to distract herself from the gnawing emptiness that had begun to consume 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