"Mom?" Liam's voice, chirping and carefree, drifted from the hallway. Emily flinched, almost dropping the phone. She had been staring at the account for what felt like an eternity. A whole other world existed, a version of her son that she had never known.

She felt a tightening in her throat, a physical sensation. Her breath hitched, catching in her chest. She needed to be calm, but her thoughts raced, colliding with each other. This digital ghost, this online persona.

Her vision blurred slightly. The small house suddenly felt vast, empty. Liam was right there. But a chasm had opened between them, a place of shadows and secrets. She forced a smile as he appeared in the doorway. "Yeah, sweetie?"

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