The airport felt like a pressure cooker to Chloe. Her presentation. The final pitch. Her career hinged on it. But here she was, trapped in a metallic box, hurtling nowhere. The delay was an insidious intruder, twisting and turning in her insides.

She clenched her jaw, the muscles in her face tight. Her carefully crafted notes, the meticulous preparation, suddenly felt pointless. Her heart was beating like a drum against her ribs.

She imagined the disappointment of her clients, the missed opportunity. The feeling was a cold fist, squeezing the air from her lungs. She looked around, the faces of her fellow passengers blurry and indistinct, and felt utterly isolated.

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