A tremor started in Claraโ€™s hands, so slight at first she almost dismissed it as a trick of the light. Then the teacup rattled against its saucer. Across the kitchen table, her sister, beaming, continued explaining the tenets of her new faith. Clara focused on her breathing, shallow and rapid, trying to calm the sudden, insistent thrumming in her chest. She needed to say something, anything, but her throat felt constricted, a tight band preventing words from forming. The floral wallpaper swam before her eyes.

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