Rain lashed against the windows of Leo's tiny apartment, mirroring the turmoil inside him. He’d been expecting a call from his label, eager for news about his upcoming album. Instead, a friend had sent him a link. He’d clicked, reluctantly. He hadn't wanted to see it. Now, it was echoing around his small room.

He slumped back on the couch, the laptop screen reflecting his grim expression. The musician on the video, a fresh-faced kid with a ukulele, was playing Leo's signature tune. The performance was… bland. Simplistic. The kid’s arrangement was almost insulting in its naivete.

His fingers drummed a frantic tattoo on his jeans. The song was supposed to be his story, his pain, his everything. Now it belonged to some stranger, twisted and remade into something unrecognizable. He stared at the ceiling, feeling a cold weight settle in his chest. He felt like something had been stolen from him.

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