The coffee cup trembled in Daniel's hand, the lukewarm liquid sloshing over the rim and staining the pristine white tablecloth. He stared at the patent number on the screen, a number that wasn't *his*. His stomach churned. The restaurant’s chatter, the clinking of silverware, the murmur of conversations, all seemed distant, muted, as if he were listening through a thick wall. He'd poured his heart and soul, and every penny, into this, believing his self-cleaning window was a stroke of genius. He’d imagined the accolades, the financial freedom. Now, he just felt…small. He excused himself, abruptly leaving the untouched lunch and the disapproving stares of his investors.

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