The realtor’s description was saccharine, filled with glowing adjectives. "Immaculate! Spacious! Perfect for entertaining!" She couldn’t read beyond the first paragraph. She felt a pressure building behind her eyes. Tears welled up, blurring the already blurry screen. She blinked to try and keep them back.

She rose from her chair, her legs feeling like lead. A knot formed in her stomach. She felt the sudden urge to run, to escape the apartment, to escape the memories that were clawing their way to the surface. She threw on her jacket, and without a second thought, she was gone.

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