A wave of heat washed over David as he watched Sarah stride confidently into the board room. The mahogany table gleamed, reflecting the harsh lighting, mirroring the anxiety twisting his gut. He had prepared meticulously, but seeing her poise, he felt his carefully constructed arguments crumble.

His palms were slick with sweat. He fumbled with his tie, loosening it. It didn't help. A dull thud echoed in his chest. A feeling of pressure, a vise, was tightening around him.

“You alright, Dave?” his colleague, Emily, asked, concern etched on her face. He swallowed hard and managed a weak smile, wishing the ground would open up and swallow him whole.

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