"The previous occupants… well, let's just say they weren't the most law-abiding folks," the police officer had said with a knowing smile. Maria shivered, despite the warmth of the late afternoon sun. The revelation – a history of drug dealing, hidden compartments, the list went on – had left her reeling. She sat on the front steps, unable to bring herself to go inside.

She twisted her hands in her lap, her knuckles white. The house, once a source of pride, now felt tainted, poisoned. She saw the shadows shift. The leaves in the trees rustled, and she jumped.

She wanted to scream. She wanted to run. She wanted to disappear. She closed her eyes. Her mouth was dry. She took a deep breath. She didn't think she would be able to stay.

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