The feeling coiled in Thomas’s stomach, a persistent ache that wouldn't abate. His musical instrument, a revolutionary new kind of synthesiser, was now the property of someone else. He'd even named it; now, the name was stolen, too.

He skipped lunch. The hunger pangs were a welcome distraction from the constant thrum of internal frustration. He wandered the city streets, the cacophony of sounds – cars, chatter, construction – grating on his nerves. He saw other musicians, artists, and felt a surge of nausea.

He stopped in front of a music shop, peering through the glass at the instruments inside. He wanted to shatter the window. He pushed his hands deep into his pockets and walked away.

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