The cake, a towering confection of icing and sentiment, seemed to leer at him. Ethan felt a tremor run through his limbs. The speech was in his pocket, a crumpled piece of paper that represented weeks of forced contemplation. He kept re-reading it, each word feeling more hollow than the last. He wished he could simply vanish.

His mother, beaming, had asked him to speak. He could see the gleam in her eyes, the hope that he would finally acknowledge the life he had. The burden felt enormous. Each conversation felt like a performance. He longed to be anywhere else.

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