The silence in the kitchen was deafening. Jennifer stared at the screen, the cursor blinking mockingly. Her daughter, Olivia, had a blog. A private blog, filled with angsty poetry and teenage melodrama. And, according to it, Olivia hated her.

A knot formed in her stomach. It was like a physical manifestation of her feelings. She needed to scream. To run. To do *something*. She felt the familiar sting of tears welling behind her eyes.

She clutched her chest, trying to steady her breathing. The room seemed to spin. All she had ever wanted was to be a good mother. And this… this felt like a catastrophic failure.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264