He slammed the newspaper down on the table, the sound echoing in the otherwise quiet restaurant. "Inedible!" the headline screamed, a knife twisting in his gut. Chef Marco paced his small apartment, his normally steady gait now jerky and erratic. The familiar comfort of his home, usually a sanctuary, felt like a cage. He ran a hand through his already dishevelled hair, the strands catching on his calloused fingers. "Inedible," he muttered under his breath, the word a bitter taste in his mouth.

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