The letter arrived, crisp and official, detailing the gruesome discovery in the basement – a secret room, a captive. Jessica felt a cold wave wash over her. She crumpled the paper in her hands. She couldn't breathe.

She stared at the basement door, the wood suddenly menacing. She imagined the darkness within, the echoes of unseen horrors. Her stomach churned. She ran a hand over her face, trying to calm herself.

She backed away from the door, her movements frantic. She needed to be away from it, away from the house, away from everything. She felt like she was trapped in a nightmare. She needed to tell someone. She couldn't.

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