The card felt cold in her hand, despite the midday sun. It was a stark white envelope, with nothing written on the outside. Her chest was tight, and each shallow breath felt insufficient. The world felt too loud, too bright.

“God, not now,” she whispered, her voice barely audible. Her schedule was overflowing, and her patience had reached its limit.

The thought of what could be inside, another obligation, another demand on her time, sent a shiver down her spine. She wanted to scream. She wanted to run.

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