From the darkened wings of the theatre, Marco watched, his jaw tight. The orchestra was tuning, their instruments a chaotic symphony. Tonight was the premiere of a play that included his musical score. He'd been excited, proud. Then, the lead actress began her rendition of his most personal song.

The pianist’s hands flew across the keys, hitting all the right notes, and the actress poured on the drama. But it was all… wrong. The performance lacked the genuine feeling he’d intended. Her voice lacked a certain depth. He felt as if she was putting on a play about his emotions.

He swallowed hard, his throat constricted. He'd wanted to be happy, to be vindicated. But now, a cold dread spread through him. He couldn’t bring himself to applaud. He felt a deep ache within him, a sense of disconnect as if a piece of him had been ripped away and re-imagined. He backed away from the stage, needing air, needing to escape the suffocating performance.

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