The store was packed, the line snaked through the aisles. The holiday rush was in full swing, and she was at the end of her rope. She felt a tightness in her chest, a feeling of being crushed. She found the time capsule after she had gone to her grandparents' old farm house. It was a metal box, buried under a rotting oak tree.

Inside, a worn copy of her favorite childhood book. The pages were dog-eared, the cover faded. She tried to picture the moment of burial. Who was she back then? The simple joy, the unburdened ease – all of it seemed impossible now. Her vision blurred, the fluorescent lights of the store wavering. She couldn't breathe.

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