The aroma of freshly brewed coffee filled the kitchen, a familiar comfort that usually soothed Amelia. Today, even the scent did not help. She felt a knot forming in her stomach, twisting tighter with each passing moment. She was sorting through some old files when she came across a forgotten safe deposit box key. The box contained paperwork. The paperwork contained the truth.

She read the documents, the words blurring before her eyes. The sheer volume of money shocked her into silence. Her vision tunneled, the world narrowing to the small, cold papers in her hands. She felt a strange tingling sensation in her limbs, as if they were slowly shutting down. Her breath came in shallow, ragged gasps. She wanted to scream.

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