He stared at the fallen elm, its massive trunk blocking the driveway. The wind still howled, mocking the chaos. “Fantastic,” he muttered, running a hand through his hair. His fingers found more gray than he remembered.

His mind raced, a frantic carousel of things he needed to do. The insurance company. The landlord. His son's baseball game was today. He hadn't even showered yet.

A headache began to pulse behind his eyes. He squeezed them shut, wishing he could just make it all disappear. The feeling was a solid brick in his gut.

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