The website flickered, the listing for 14 Willow Creek Road splashed across the screen. A wave of ice settled in Amelia’s stomach. She scrolled through the glossy photographs, each one a fresh jab. The living room, once a chaotic explosion of crayon art and mismatched furniture, now boasted neutral tones and minimalist decor. Who even *lived* like that?

She slammed her laptop shut. The sudden silence in her tiny apartment was deafening. The air felt thick, heavy, as though the very walls were pressing in. She considered calling her sister, but quickly dismissed the idea. What was the point? Just more platitudes and empty reassurances.

Amelia grabbed her coat, the familiar weight a small comfort. She needed to walk. Needed to move, to dissipate the tightness that had coiled around her chest like a venomous snake. The streets were cold and unforgiving, much like the memory that now pulsed in her head.

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