The phone slipped from Sarah's grasp, clattering onto the hardwood floor. The announcement, delivered in a too-cheerful tone by the building manager, hung in the air like a noxious gas. She stood frozen, staring at the phone, as if expecting it to explode. Her palms began to sweat.

Her vision swam as she looked around the familiar space, filled with her belongings. Each item, once a source of comfort, now seemed like a burden. The thought of sorting, discarding, starting over – it was a vast, unnavigable ocean.

A sob escaped her, tight and ragged. She sank into the nearest chair, her body trembling. "Not now," she whimpered, "Please, not now."

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