The bustling marketplace was a dizzying array of sights and sounds. The aromas of spices and roasting meat assaulted her senses. A sense of panic clawed at her throat. A cold dread seeped into her bones. Her grandmother, the matriarch of the family business, the anchor of their family, had simply... left.

Her stall felt exposed, vulnerable. The familiar energy that had always supported her had vanished. She fumbled with the coins in her pocket, her fingers clumsy and unresponsive. She heard someone call out for a price check and the question seemed to cut her down. She wanted to scream, to run away, to hide. She swallowed hard, taking a shaky breath, and tried to speak.

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