The phone rang again. It was the third time in an hour. Each ring was a tiny, sharp jab to her already frayed nerves. She let the phone fall to the floor. The sound of it hitting the hardwood floor, echoed, and then silence.

She felt a hot flush creep up her neck. Her skin itched, her muscles were taut, ready to snap. She had to *do* something. She couldn't just sit here, simmering. The constant complaints had turned the world into a pressure cooker.

She paced the living room, her steps rapid and erratic. Her breath hitched. The thought of facing the neighbors filled her with dread. The words they would say, the judgement in their eyes. She stopped and stared at the door.

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