The dog's barking was a constant background noise, another layer of stress added to the already chaotic symphony of daily life. Rain lashed against the windows, mirroring the tempest within Amelia. A hesitant knock on the door. It was Mr. Jensen, his face creased with concern.

"Amelia, my dear," he began, "that old maple…it's leaning precariously. I think it might have to go."

Amelia's breath hitched. Her vision swam. The room tilted.

"I…I can't even…" she began, her voice cracking, before turning away to grasp the wall.

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