The office air conditioning blasted cold air onto Chloe’s face, but she felt a fiery heat spread across her chest. She couldn't focus on the spreadsheet, the numbers swam before her eyes. It was a day like any other day. Her boss's comments had added to the mounting pressure, and now this. A knot had tied itself in her shoulders. She wanted to scream.

She’d just hung up with Emily. Emily, reliving their disastrous ski trip with laughter, as if it had been a comedy. Emily recalled the glorious sunshine, the perfect powder, the après-ski celebration. Chloe remembered the biting wind, the icy slopes, the sheer terror as she skidded uncontrollably down the mountain. She felt it, even now, a visceral fear.

“It was the best trip ever!” Emily had declared, bubbling with enthusiasm. Chloe squeezed her eyes shut, trying to fight back the tears. It felt like she was trapped in a nightmare.

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