The morning light sliced through the blinds, illuminating the dust motes dancing in the air. John was already behind, the alarm clock a persistent antagonist. He had a meeting at ten, a presentation to prepare, and the relentless hum of the city outside his window. A sharp rap on the door. It was Mrs. Petrov, a tiny woman with a piercing gaze.

“John, darling,” she chirped, “that pine tree...it blocks my sunlight. A shame, really.”

John ran a hand through his hair. The walls of his apartment seemed to be closing in. This was all he needed. He felt a wave of dizziness.

"I…I'll have to consider it," he managed, his voice barely a whisper. He just wanted the door to close.

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