He’d poured his heart into that soufflé. Chef Jean-Pierre ran a hand through his hair, leaving flour dust in its wake. The critique was a brutal, personal attack, questioning his very talent. He backed away from the pass, his legs feeling weak. The air in the kitchen felt too thin, his lungs struggling to pull in a sufficient breath. He felt a desperate urge to run away. All of it. The restaurant, the pressure, the expectations – he wanted out. He leaned against the cool surface of the walk-in refrigerator, the cold metal a temporary solace.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264