The news hit hard, like a physical blow. He’d opened an email from a fan, a young woman who'd written to ask about his creative process. Attached to the email was a photo. In the photo was another woman, proudly displaying a tattoo of his ‘Celestial Garden’ on her upper back. He felt his hands go clammy.

He sat for a moment, the world tilting and swirling around him. The image was perfect, every intricate detail copied with alarming accuracy. He felt a burning rage, a volcanic eruption of fury. He wanted to know how, why, who had sanctioned this theft.

He slammed his laptop shut, the abrupt action echoing in the quiet room. He stood up and began pacing, his hands clenched into fists. He felt the familiar pressure building behind his temples, the precursor to a blinding headache. He needed to get away, to escape the suffocating weight of this unwelcome discovery.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210