The aroma of freshly baked bread filled the kitchen, a scent usually associated with comfort, but today it was a tightening band around Claraโ€™s chest. Her wife, Sarah, hummed a tune Clara didn't recognize, and then spoke in clipped, unfamiliar phrases.

Clara leaned against the counter, the cool tile a small point of contact in a world gone sideways. Her stomach churned. A plate crashed to the floor. Clara stared at the shards, unable to speak.

Sarah rushed over, eyes wide with concern, and began to apologize in that new language. Clara squeezed her eyes shut. She couldn't deal with this.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264