The exhibition was supposed to be a triumph. But as Mia surveyed the crowd, her gaze kept returning to the same spot: a woman with a ‘Golden Sun’ tattoo on her ankle. The tattoo was large and ostentatious. Mia’s original piece, the one she’d painstakingly crafted over months, felt diminished, sullied. It felt cheap.

Her chest felt tight, as if a weight was pressing down on her lungs. She picked at the label on a nearby champagne flute, the metallic tang of the foil a distracting, temporary relief. She wanted to scream, to rant, to demand an explanation. Why would someone do that? What right did they have to co-opt her vision?

She backed away from the bustling room, the laughter and chatter now a cacophony. Her stomach churned, a physical reminder of her distress. She slipped out a side door and found herself in a quiet alley. The cool air was a small solace, a momentary pause in the relentless tide of her frustration.

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