The vibrant colors of the market, usually a source of joy, now seemed muted, dull. He, strolling alongside her, seamlessly navigated conversations with the vendors in her language. She felt a profound sense of…disconnection.

She lingered by a flower stall, tracing the petals of a crimson rose. He joined her, chattering away to the florist in the lilting accents. The woman smiled warmly at him. She felt like an outsider in her own world.

She turned away, the scent of the flowers suddenly nauseating. He followed, oblivious, still speaking. She quickened her pace, desperate to escape the sound of his voice.

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