The world seemed to compress around Maya. She found herself standing, frozen, at the entrance to the art fair. Staring. *Her* sculptures. Crude, unfinished things, the product of late nights and a desperate need to feel something, were arrayed on a pedestal. They glowed under the gallery lights. She felt a wave of heat wash over her, a blush creeping up her neck. Her fingers twitched, itching to dismantle them, to erase the evidence of her vulnerable outpouring. She took a step back, turned, and fled.

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