The paint fumes were still strong, the renovation a never-ending source of stress. Michael hadn't slept properly in weeks. The doorbell rang, a harsh intrusion. It was Mrs. Rodriguez, his neighbor, holding a steaming mug.

“Michael, dear,” she began, her smile a little too bright, "about that oak tree…it's dropping acorns all over my yard.”

Michael stared at the woman, his jaw clenched. Every muscle in his body felt tense. He felt a sharp throb behind his eyes.

"I need time to think," he said, the words coming out clipped. He wanted to slam 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