"Condos," Mark said, the word a bitter taste in his mouth. He scanned the notice again, the neat lines of text mocking him. He threw the notice on the counter and began pacing around his tiny kitchen. His breath was shallow, and his pulse hammered in his ears.

He ran his hand through his hair, the gesture rough and agitated. He thought about the mountain of things he’d have to do, the phone calls, the viewings, the negotiations. It all seemed impossible. The world around him seemed to spin, and he felt the desperate urge to escape.

He grabbed his coat and keys, the abrupt movement a frantic attempt to break free. He had to get out, he just had to.

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