The light from the desk lamp felt inadequate, swallowed by the shadows in the room. Emily found a photograph of her grandmother, her face obscured, standing near a horse racing track with a woman. The family had always said her grandmother hated gambling. A cold fear gripped her. Her vision blurred. The walls of her grandfather's study seemed to move closer.

She had to get out. The air felt thin. She leaped up from the chair and the sudden movement made her sway. She had to get outside, to breathe.

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