The bustling farmer's market, usually a source of joy, now felt like a cage. Every stallholder knew. Every customer eyed her with a mixture of pity and accusation. *His* spiced pumpkin bread, the one he had perfected over countless autumns, had been rebranded and repackaged as *"Autumn's Embrace"* and attributed to a food industry giant.

David’s shoulders slumped. He felt a weight on him, a heavy cloak, pulling him down. He avoided eye contact, shuffling through the crowds, trying to disappear. He clutched his own loaf, still unsold. He felt a dizzying pressure, a sensation of being trapped in a shrinking space.

He needed to get out.

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