The weight on Karenโ€™s chest was crushing. It felt as if someone had placed a massive boulder on her, pinning her to the ground. The words on the screen blurred, swimming before her eyes. She wanted to run, to escape, to hide.

She clawed at her throat, as if trying to dislodge something that was stuck there, an invisible chokehold. Her hands trembled. The world felt muffled, distant, like she was viewing everything through a thick pane of glass.

She abruptly stood up, knocking the chair over behind her. She needed air. She needed to breathe. She needed to be anywhere but here. She stumbled towards the door, her legs unsteady.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264