A wave of nausea crashed over Maya when she saw the familiar crest emblazoned on the cream-colored card. It sat there, defiant on the kitchen counter, daring her to acknowledge it. She stared at it, her jaw tight, unable to focus on the toast burning in the toaster. Its scent, usually comforting, was now a sharp, acrid reminder of everything she felt.

She slammed the toaster button down, a gesture of abrupt frustration. “Damn it,” she mumbled, her voice barely audible. She poured herself a glass of water, her hand shaking slightly as she lifted it to her lips. She had forgotten to take out the trash, the kitchen was a mess, and suddenly it all felt like an impossible mountain to climb.

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