He stared at the closed sign. The bold red letters of “The Spicy Spoon” were a stark warning. The aroma of spices he usually reveled in felt like a cruel joke. He had a sudden urge to flee, to run from the sight of the restaurant and the devastating words that he couldn’t seem to escape. He felt a pressure in his chest, making it hard to breathe, his shoulders slumped as if they carried the weight of the world. He pressed his palms to his eyes, trying to block out the harsh sunlight, the bustling noises of the street, and, most of all, the end of a long-loved place.

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