"This is insane," Daniel muttered, pacing the living room. Each step on the creaky floorboards seemed to amplify the internal chaos churning inside him. The house, his grandmother's house, was a monument to a life he couldn't grasp, a life filled with an unknown amount of history. Boxes overflowed with items, a physical manifestation of a past he didn't fully understand.

His sister, Sarah, was methodically dusting a porcelain doll. "It's just… a lot, right?" she ventured, her voice small. Daniel just nodded, his throat suddenly tight. He ran a hand through his hair, the gesture almost desperate. He could feel the panic rising, a cold wave cresting in his stomach. He wished he could simply vanish.

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