He sat in the corner booth of the coffee shop, nursing a lukewarm latte. He felt detached, adrift, like a boat without a rudder. He’d picked up a well-loved copy of *The Little Prince* from a secondhand shop, hoping for a dose of childlike wonder. It had always soothed him.

A small, folded piece of paper slipped from the pages. He unfolded it, his fingers trembling. Inside, a child's drawing: a simple, stick-figure drawing of a person, holding a balloon. It was a drawing of freedom and flight, a world away from his current state. He felt a lump form in his throat. He wished things were as simple as that drawing.

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