David slumped onto the sofa, the phone clattering onto the coffee table. He felt his shoulders slump. He felt the blood draining from his face, leaving him feeling cold and distant. The discovery was like being struck by a blow. His daughter, Maya, was posting things. Things he couldn’t understand.

He was drowning in confusion. The words, the images, the comments… they were a foreign language. Her entire reality was out there, and he didn't have a clue.

He felt a deep exhaustion settle over him. He wanted to sleep. To make the world go away. He closed his eyes, the weight of the unknown pressing down on him. How could he even begin to address this? He felt completely disoriented.

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