The attic was stiflingly hot, filled with dust motes dancing in the faint sunlight. Amelia was desperately searching for an old photo album, a task that felt insurmountable amidst the clutter. Grief clung to her like a shroud. Her brother had recently passed away, and she was struggling to cope. Lily, her niece, was with her, chattering incessantly. She glanced at Lily’s drawings – a figure with a single, enormous eye and a flowing cloak. "He helps me remember," Lily said with a smile. The single-eyed figure was identical to the one Amelia had drawn herself as a child. Her vision blurred, and she felt a sharp pain in her chest.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264