The tiny apartment felt like a cage. Amelia stared at the overflowing laundry basket, the sink full of dishes, and the scattered art supplies. She'd been promising herself a clean-up for weeks, but the task appeared colossal. She felt a kind of paralysis.

A message from "StarryEyedGal," her online pen pal, arrived with a cheerful tone. "Just around the corner! So excited!" Amelia had been anticipating this meet-up with excitement. Now, her hands began to tremble.

She sank onto the couch, the cushions offering no comfort. The walls seemed to be closing in. She felt trapped in her own space.

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