The world felt loud, the cafeteria bustling with sounds she usually ignored. Sarah gripped her tray tightly, her knuckles white. Each cheerful conversation, each congratulatory pat on the back for the selected swimmers, was like a pinprick. She avoided eye contact, focusing instead on the wobbly stack of apple slices.

She was surprised by the lack of tears. Instead, there was a strange numbness. Her chest felt heavy, as if weighed down by an invisible boulder. She couldn't eat. The food in front of her seemed suddenly repulsive. She was supposed to be celebrating, not hiding.

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