The sheer weight of the event – the expectations, the memories, the possibility of awkward encounters – had begun to settle on him, pressing him down. Robert felt a tightening in his chest. Each greeting, each congratulatory remark, seemed to require an exhausting act of will. He sought refuge in the periphery of the celebration. The champagne, which had seemed like a good idea, now felt like a lead weight in his stomach.

He felt the sudden, desperate urge to flee. He needed to get away, to disappear.

Then, there she was, and the world tilted. He looked away, his pulse racing.

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