The email notification had popped up like a digital landmine. The subject line, “Your Old Address,” delivered a sharp, unwelcome shock. He clicked the link, a grim anticipation blooming in his gut. The listing for the house on Elm Street.

He saw the carefully staged photos: the sun-drenched living room, the pristine, modern bathroom. He hated the polished wood, the lack of character, the way it had been stripped of everything that made it *his*. He'd lost that place. All of the history...Gone.

He rubbed his eyes, feeling a headache begin to throb behind his temples. He knew he should close the laptop, move on, but he couldn't. He kept clicking, each image a painful reminder of what he had lost.

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