The noise of the construction site outside his window was a relentless assault on David's nerves. He had been hunched over his drafting table, his back aching, his eyes burning. The project was complex, a delicate dance of engineering and design. He could feel a rising tide of unease, a wave threatening to crash over him.

He was waiting for a call, a critical update on the structural integrity. The phone rang. It wasn't the call he expected. It was his project manager. "David, have you seen the new proposals from the consulting team? They've developed some… interesting ideas, very similar to yours." He felt his insides freeze.

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