β€œNo, no, no,” David mumbled, his voice cracking. He’d been trying to keep things together, to stay afloat. His car, the only thing that felt stable, was missing from his driveway.

He checked his pockets, his gaze darting around the street, as if it might magically reappear. The world started to blur, colors bleeding together. He felt a pressure behind his eyes, a tightness in his chest.

He felt like screaming, but the sound was trapped, a silent scream in his throat. He just stood there, paralyzed, watching his world unravel.

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