She stared at the phone screen, the words blurring. Her vision tunneled. Her meticulously researched, carefully constructed article, the one she’d poured months of her life into, attributed to *him*. She ran a hand through her hair, tangling her fingers. A strangled sound escaped her lips.

"No," she whispered, the word a fragile breath against the sudden, crushing weight on her chest. She re-read the email, each word a venomous dart. The company’s legal department had done what? The explanation was a jumbled mess of excuses and apologies. She paced her small apartment, back and forth, the worn rug under her feet the only constant in the swirling vortex of her emotions.

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