The silence in the house was almost suffocating. Martha slumped onto the porch swing, the rhythmic creak doing little to soothe her frayed nerves. The garden, usually a source of peace, was now just another responsibility. A shadow fell across the porch. It was Kevin, from next door.

“Hey, Martha,” he began, his voice hesitant. "That old birch tree…it's getting a bit unruly. Might need to take it down.”

Martha's vision blurred, the trees in her yard seemed to multiply. A cold sweat prickled her skin. The world spun.

“I…I’m not sure,” she whispered, her voice barely audible. The swing felt like it was moving too fast.

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